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fitctree
マルチクラス分類用のバイナリ決定木をあてはめる
构文
说明
树= fitctree (资源描述，ResponseVarName）资源描述に含まれている入力変数(予測子,特徴量または属性とも呼ばれます)とResponseVarNameに含まれている出力（応答またはラベル）に基づいて近似させたバイナリ分类决定木を返します。返される二分木では，资源描述の列の値に基づいて枝ノードが分割されます。
例
分類木の成長
电离层データセットを使用して分类木を成长させます。
加载电离层TC = fitctree（X，Y）
类名:{'b' 'g'} ScoreTransform: 'none' NumObservations: 351个属性，方法
木の深さの制御
名前と値のペアの引数MaxNumSplits，MinLeafSizeまたはMinParentSizeを使用すると，木の深さを制御できます。既定では，fitctreeは深い決定木を成長させます。モデルの複雑さや計算時間の削減のために,より浅い木を成長させることもできます。
电离层データセットを読み込みます。
加载电离层
分类木を成长させる场合，木の深さの制御に关する既定値は次のとおりです。
MaxNumSplitsはN - 1。ñは学習標本のサイズです。MinLeafSizeは1。MinParentSizeは10。
これらの既定値を使用すると，学习标本のサイズが大きい场合に木が深く成长する倾向があります。
木の深さの制御について既定値を使用して，分类木を学习させます0.10分割の交差検证をモデルに対して実行します。
rng (1);％用于重现MdlDefault = fitctree（X，Y，'CrossVal'，'上');
木に适用される分割数のヒストグラムを描画します。また，木の1つを表示します。
numBranches = @（x）的总和（x.IsBranch）;mdlDefaultNumSplits = cellfun（numBranches，MdlDefault.Trained）;数字;直方图（mdlDefaultNumSplits）
视图（MdlDefault.Trained {1}，'模式'，'图形'）
15分割数の平均は約です。
既定の分割数を使用して学习させたものほど复雑ではない（深くない）分类木が必要であるとします。最大分割数を7に设定して别の分类木を学习させることで，既定値の分类木からの平均分割数が约半分になります0.10分割の交差検证をモデルに対して実行します。
Mdl7 = fitctree (X, Y,'MaxNumSplits'，7，'CrossVal'，'上');视图（Mdl7.Trained {1}，'模式'，'图形'）
モデルの交差検证分类误差を比较します。
classErrorDefault = kfoldLoss（MdlDefault）
classErrorDefault = 0.1140
classError7 = kfoldLoss（Mdl7）
classError7 = 0.1254
Mdl7は，MdlDefaultより大幅に単純化されており,性能は少しだけ低下します。
分类木の最适化
この例では，fitctreeを使用して自动的にハイパーパラメーターを最适化する方法を示します。この例では，フィッシャーのアヤメのデータを使用します。
フィッシャーのアヤメのデータを読み込みます。
加载fisheriris
MEASのデータを使用して物种内の応答を予测することにより，分类器の交差検证损失を最适化します。
X = MEAS;Y =物种;MDL = fitctree（X，Y，'OptimizeHyperparameters'，'汽车'）
| ====================================================================================== ||ITER |EVAL |目的|目的|BestSoFar |BestSoFar |MinLeafSize || | result | | runtime | (observed) | (estim.) | | |======================================================================================| | 1 | Best | 0.066667 | 1.3189 | 0.066667 | 0.066667 | 31 | | 2 | Accept | 0.066667 | 0.28182 | 0.066667 | 0.066667 | 12 | | 3 | Best | 0.04 | 0.18161 | 0.04 | 0.040003 | 2 | | 4 | Accept | 0.66667 | 0.1616 | 0.04 | 0.15796 | 73 | | 5 | Accept | 0.04 | 0.25432 | 0.04 | 0.040009 | 2 | | 6 | Accept | 0.04 | 0.1321 | 0.04 | 0.040007 | 3 | | 7 | Accept | 0.66667 | 0.089845 | 0.04 | 0.040007 | 75 | | 8 | Accept | 0.066667 | 0.090124 | 0.04 | 0.040008 | 20 | | 9 | Accept | 0.066667 | 0.13334 | 0.04 | 0.040008 | 6 | | 10 | Best | 0.033333 | 0.12763 | 0.033333 | 0.033351 | 1 | | 11 | Accept | 0.04 | 0.20327 | 0.033333 | 0.033348 | 4 | | 12 | Accept | 0.066667 | 0.12326 | 0.033333 | 0.033348 | 26 | | 13 | Accept | 0.066667 | 0.13703 | 0.033333 | 0.033489 | 9 | | 14 | Accept | 0.033333 | 0.33771 | 0.033333 | 0.033339 | 1 | | 15 | Accept | 0.066667 | 0.14407 | 0.033333 | 0.033339 | 16 | | 16 | Accept | 0.033333 | 0.16354 | 0.033333 | 0.033337 | 1 | | 17 | Accept | 0.033333 | 0.18299 | 0.033333 | 0.033336 | 1 | | 18 | Accept | 0.33333 | 0.12321 | 0.033333 | 0.033336 | 43 | | 19 | Accept | 0.046667 | 0.35991 | 0.033333 | 0.033336 | 5 | | 20 | Accept | 0.066667 | 0.11482 | 0.033333 | 0.033336 | 7 | |======================================================================================| | Iter | Eval | Objective | Objective | BestSoFar | BestSoFar | MinLeafSize | | | result | | runtime | (observed) | (estim.) | | |======================================================================================| | 21 | Accept | 0.066667 | 0.11428 | 0.033333 | 0.033336 | 14 | | 22 | Accept | 0.066667 | 0.16467 | 0.033333 | 0.033336 | 10 | | 23 | Accept | 0.066667 | 0.18485 | 0.033333 | 0.033336 | 36 | | 24 | Accept | 0.33333 | 0.20996 | 0.033333 | 0.034143 | 55 | | 25 | Accept | 0.04 | 0.24161 | 0.033333 | 0.034123 | 2 | | 26 | Accept | 0.04 | 0.12809 | 0.033333 | 0.034089 | 3 | | 27 | Accept | 0.04 | 0.1168 | 0.033333 | 0.034065 | 4 | | 28 | Accept | 0.066667 | 0.12518 | 0.033333 | 0.034038 | 23 | | 29 | Accept | 0.066667 | 0.19786 | 0.033333 | 0.034008 | 8 | | 30 | Accept | 0.066667 | 0.20007 | 0.033333 | 0.033977 | 18 | __________________________________________________________ Optimization completed. MaxObjectiveEvaluations of 30 reached. Total function evaluations: 30 Total elapsed time: 58.9988 seconds. Total objective function evaluation time: 6.3444 Best observed feasible point: MinLeafSize ___________ 1 Observed objective function value = 0.033333 Estimated objective function value = 0.033977 Function evaluation time = 0.12763 Best estimated feasible point (according to models): MinLeafSize ___________ 1 Estimated objective function value = 0.033977 Estimated function evaluation time = 0.17412
MDL = ClassificationTree ResponseName： 'Y' CategoricalPredictors：[]类名：{ 'setosa' '云芝' '锦葵'} ScoreTransform： '无' NumObservations：150个HyperparameterOptimizationResults：[1x1的BayesianOptimization]的属性，方法
不偏予測量の重要度の推定
census1994データセットを読み込みます。年齢，労働阶级，教育レベル，婚姻区分，人种，性别，资本利得および损失，および1周间の勤务时间が与えられた个人の给与カテゴリを予测するモデルを考えます。
加载census1994X = adultdata（：，{“年龄”，'workClass'，'education_num'，'婚姻状况'，“种族”，…“性”，'资本收益'，“capital_loss”，“hours_per_week”，“工资”});
总结を使用して,カテゴリカル変数で表現されるカテゴリの個数を表示します。
总结(X)
变量：年龄：32561x1双重价值：最小17中位数37最大90个workClass：32561x1分类值：联邦政务960 LOCAL-GOV 2093的从未工作过7私人22696自EMP-INC 1116自EMP-不-INC 2541状态 -GOV 1298没有支付14 NumMissing 1836 education_num：32561x1双重价值：分1位数10最大16婚姻状况：32561x1分类值：离婚4443已婚-AF-配偶23岁就结婚，CIV配偶14976已婚配偶，缺席418从未结婚10683分居1025丧偶993种族：32561x1分类值：阿米尔 - 印度爱斯基摩311亚洲-PAC-岛民1039黑色3124其他271白27816性别：32561x1分类值：女性10771男21790 capital_gain：32561x1双重价值：最小0中值0最大值99999capital_loss：32561x1双值：最小0平均0最大值4356 hours_per_week：32561x1双值：敏1中位数40最大99工资：32561x1分类值：<= 50K 24720> 7841 50K
カテゴリカル変数で表现されるカテゴリの数は连続変数のレベル数と比较するとわずかなので，予测子分割アルゴリズムの标准车ではカテゴリカル変数よりも连続予测子が分割されます。
データセット全体を使用して分類木に学習をさせます。偏りの無い木を成長させるため,予測子の分割に曲率検定を使用するよう指定します。データには欠損観測値が含まれているので,代理分岐を使用するよう指定します。
Mdl = fitctree (X,“工资”，'PredictorSelection'，“曲率”，…“代孕”，'上');
すべての予测子について分割によるリスク変动を合计し，この合计を枝ノード数で除算することにより，予测子の重要度の値を推定します。棒グラフを使用して推定を比较します。
小鬼= predictorImportance（MDL）;数字;栏（IMP）;标题（的预测估计的重要性);ylabel（“估计”);xlabel（“预测”);H = GCA;h.XTickLabel = Mdl.PredictorNames;h.XTickLabelRotation = 45;h.TickLabelInterpreter ='没有';
このケースでは，最も重要な予测子は资本收益であり,次に重要なのはeducation_numです。
高大的配列に対する分类木の最适化
この例では,高配列を使用する分類木のハイパーパラメーターを自動的に最適化する方法を示します。標本データセットairlinesmall.csvは，飞行机のフライトデータについての表形式ファイルが含まれている大规模なデータセットです。この例では，データが含まれている高表を作成して，最适化手顺を実行するために使用します。
データがあるフォルダーの场所を参照するデータストアを作成します。处理する変数のサブセットを选択します。数据存储で为NaN値に置き換えるため,“NA”値を欠损データとして扱います。データストア内のデータを含む高大表を作成します。
ds =数据存储('airlinesmall.csv');ds。小号electedVariableNames = {'月'，'DAYOFMONTH'，“星期几”，…'DepTime'，'ArrDelay'，'距离'，'DepDelay'};ds.TreatAsMissing =“NA”;TT =高（DS）％高大的表
开始使用“本地”轮廓平行池（parpool）......连接到并行池（工号：6）。TT = M×7高大表月DAYOFMONTH DAYOFWEEK DepTime ArrDelay距离DepDelay _____ __________ _________ _______ ________ ________ ________ 10 21 3 642 8 308 12 10 26 1 1021 8 296 1 10 23 5 2055 21 480 20 10 23 5 1332 13 296 12 1022 4 629 4 373 10 -1 28 3 1446 59 308 63 10 8 4 928 3 447 10 -2 10 6 859 11 954 -1：：：：：：：：：：：：：：
高大的配列の计算を実行する场合，既定の実行环境ではローカルのMATLABセッションまたは（并行计算工具箱™がある场合は）ローカルの并列プールが使用されます。关数mapreduceを使用して実行環境を変更できます。
フライトが遅れた場合に真になる論理変数を定義することにより,10分以上遅れたフライトを判別します。この変数にクラスラベルを含めます。この変数のプレビューには,はじめの数行が含まれています。
Y = tt.DepDelay> 10%的类标签
Y = M×1高逻辑阵列1 0 1 1 0 1 0 0::
予測子データの高配列を作成します。
X = {TT：，1：端-1}％预测数据
X = M×6分高大双矩阵列1至5 10 21 3 642 8 10 26 1 1021 8 10 23 5 2055 21 10 23 5 1332 13 10 22 4 629 4 10 28 3 1446 59 10 8 4 928 3 10 10 6859 11：：：：：：：：：：第6栏308 296 480 296 373 308 447 954：：
欠损データが含まれているXおよびÿの行を削除します。
R = rmmissing([X Y]);删除了丢失条目的数据X = R (:, 1: end-1);Y = R(:,结束);
予测子変数を标准化します。
Z = zscore (X);
名前と値のペアの引数'OptimizeHyperparameters'を使用して,自動的にハイパーパラメーターを最適化します。ホールドアウト交差検証損失が最小になる最適な“MinLeafSize”の値を求めます('汽车'を指定すると“MinLeafSize”が使用されます）再现性を得るため，“预计-改善，加上”の获得关数を使用し，rngとtallrngにより乱数発生器のシードを設定します.tall配列の場合,ワーカーの個数と実行環境によって結果が異なる可能性があります。詳細については,コードの実行场所の制御(MATLAB)を参照してください。
RNG（“默认”）tallrng（“默认”）[铜牌，FitInfo，HyperparameterOptimizationResults] = fitctree（Z，Y，…'OptimizeHyperparameters'，'汽车'，…“HyperparameterOptimizationOptions”结构(“坚持”，0.3，…'AcquisitionFunctionName'，“预计-改善，加上”））
使用并行池“本地”计算tall表达式:-第1步，第3步，在8.2秒内完成;第2步，第3步，在9.7秒内完成;第3步，第3步，在6.2秒内完成;计算，在24秒内完成
评估使用并行池“本地”高表达： - 的1遍1：在1.7秒评价完成在1.8秒完成评估使用并行池“本地”高表达： - 的1遍1：在2.3秒评价完成在完成2.3秒评价使用并行池“本地”高表达： - 4通行证1：已完成在1.9秒 - 通行证2的4：完成在1.8秒 - 通过3 4：完成在2.1秒 - 通的4 4：完成在1.9秒评价在10秒完成评估使用并行池“本地”高表达： - 4通行证1：在1.6秒完成 - 通行证2的4：在1.9秒完成 - 通行证3的4：在1.6秒完成 -通过4 4的：在2秒评价完成在8.1秒完成评估使用并行池“本地”高表达： - 4通行证1：在1.6秒完成 - 通行证2的4：完成在1.8秒 - 的4通过3：在1.5秒完成 - 通行证4 4的：在1.9秒评价完成在7.9秒完成评估使用PA高表达rallel池“本地”：4 - 通行证1：在1.6秒完成 - 通行证2 4：在1.8秒完成 - 通行证3 4的：在1.6秒完成 - 通行证4 4的：在1.9秒评价完成在7.5完成秒评价使用并行池“本地”高表达： - 4通行证1：已完成在1.1秒 - 的4通2：在1.8秒完成 - 通行证3 4的：在1.6秒完成 - 通行证4的4：完成在1.5秒评价6.5秒完成评估使用并行池“本地”高表达： - 4通行证1：在1.6秒完成 - 通的4 2：在1.8秒完成 - 通行证3 4的：在1.6秒完成 - 通的4 4：在1.5秒评价完成在7秒完成评估使用并行池“本地”高表达： - 4通行证1：在1.1秒完成 - 通的4 2：在1.8秒完成 - 4通过3：在1.1秒完成 - 通行证4的4：在2.2秒评价完成在6.9秒完成使用评价高表达并行池“本地”： - 通1的4：在1.7秒完成 -通过2 4：完成在1.4秒 - 的4通过3：在1.6秒完成 - 通行证4 4的：在2.2秒评价完成在7.5秒完成评估使用高表达并行池“本地”：4 - 通行证1: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.4 sec - Pass 3 of 4: Completed in 1.1 sec - Pass 4 of 4: Completed in 2.2 sec Evaluation completed in 6.6 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 2.1 sec - Pass 2 of 4: Completed in 1.4 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 2.4 sec Evaluation completed in 8.2 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.7 sec - Pass 2 of 4: Completed in 2 sec - Pass 3 of 4: Completed in 1.1 sec - Pass 4 of 4: Completed in 2.7 sec Evaluation completed in 8.4 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.8 sec - Pass 2 of 4: Completed in 2 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 3.1 sec Evaluation completed in 9.4 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.9 sec - Pass 2 of 4: Completed in 2.9 sec - Pass 3 of 4: Completed in 1.2 sec - Pass 4 of 4: Completed in 3.1 sec Evaluation completed in 10 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.9 sec - Pass 2 of 4: Completed in 2.3 sec - Pass 3 of 4: Completed in 1.7 sec - Pass 4 of 4: Completed in 3.1 sec Evaluation completed in 9.9 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.5 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.7 sec - Pass 4 of 4: Completed in 3.1 sec Evaluation completed in 9 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 2 sec - Pass 2 of 4: Completed in 2.3 sec - Pass 3 of 4: Completed in 1.7 sec - Pass 4 of 4: Completed in 3.1 sec Evaluation completed in 9.9 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 2.1 sec - Pass 2 of 4: Completed in 2.3 sec - Pass 3 of 4: Completed in 1.2 sec - Pass 4 of 4: Completed in 2.9 sec Evaluation completed in 9.4 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 2.1 sec - Pass 2 of 4: Completed in 2.5 sec - Pass 3 of 4: Completed in 1.3 sec - Pass 4 of 4: Completed in 3 sec Evaluation completed in 9.6 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.7 sec - Pass 2 of 4: Completed in 2.4 sec - Pass 3 of 4: Completed in 1.8 sec - Pass 4 of 4: Completed in 2.2 sec Evaluation completed in 8.8 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 2.2 sec - Pass 2 of 4: Completed in 2.5 sec - Pass 3 of 4: Completed in 1.7 sec - Pass 4 of 4: Completed in 2.6 sec Evaluation completed in 9.6 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.7 sec - Pass 2 of 4: Completed in 2.4 sec - Pass 3 of 4: Completed in 1.3 sec - Pass 4 of 4: Completed in 2.1 sec Evaluation completed in 8 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.7 sec - Pass 2 of 4: Completed in 2.5 sec - Pass 3 of 4: Completed in 1.7 sec - Pass 4 of 4: Completed in 2.5 sec Evaluation completed in 8.9 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 2.2 sec - Pass 2 of 4: Completed in 2.4 sec - Pass 3 of 4: Completed in 1.8 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 8.8 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 2.2 sec - Pass 2 of 4: Completed in 2.5 sec - Pass 3 of 4: Completed in 1.7 sec - Pass 4 of 4: Completed in 2.4 sec Evaluation completed in 9.4 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 2.1 sec - Pass 2 of 4: Completed in 2.4 sec - Pass 3 of 4: Completed in 1.2 sec - Pass 4 of 4: Completed in 2.4 sec Evaluation completed in 8.8 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 3.6 sec Evaluation completed in 3.6 sec |======================================================================================| | Iter | Eval | Objective | Objective | BestSoFar | BestSoFar | MinLeafSize | | | result | | runtime | (observed) | (estim.) | | |======================================================================================| | 1 | Best | 0.1163 | 277.4 | 0.1163 | 0.1163 | 10 | Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 0.74 sec Evaluation completed in 0.79 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 1.9 sec Evaluation completed in 1.9 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.4 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 7.2 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 1.9 sec Evaluation completed in 2 sec | 2 | Accept | 0.19635 | 17.06 | 0.1163 | 0.12063 | 48298 | Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 1.2 sec Evaluation completed in 1.3 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 1.9 sec Evaluation completed in 1.9 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1 sec - Pass 4 of 4: Completed in 1.4 sec Evaluation completed in 5.9 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.5 sec - Pass 2 of 4: Completed in 2 sec - Pass 3 of 4: Completed in 1.1 sec - Pass 4 of 4: Completed in 1.8 sec Evaluation completed in 7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.7 sec - Pass 4 of 4: Completed in 2 sec Evaluation completed in 7.7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.7 sec - Pass 2 of 4: Completed in 1.3 sec - Pass 3 of 4: Completed in 1.5 sec - Pass 4 of 4: Completed in 1.4 sec Evaluation completed in 6.5 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.5 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 7.5 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.5 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.8 sec Evaluation completed in 7.3 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.7 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 6.9 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.7 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1 sec - Pass 4 of 4: Completed in 1.8 sec Evaluation completed in 6.9 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1 sec - Pass 4 of 4: Completed in 1.3 sec Evaluation completed in 5.7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 1.8 sec Evaluation completed in 1.9 sec | 3 | Best | 0.1048 | 87.792 | 0.1048 | 0.11151 | 3166 | Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 0.67 sec Evaluation completed in 0.73 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 1.8 sec Evaluation completed in 1.8 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 2 sec Evaluation completed in 7.5 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.1 sec - Pass 4 of 4: Completed in 1.8 sec Evaluation completed in 6.4 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.4 sec - Pass 3 of 4: Completed in 1.1 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 6.6 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1 sec - Pass 4 of 4: Completed in 1.3 sec Evaluation completed in 6.2 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 6.9 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.5 sec - Pass 4 of 4: Completed in 2 sec Evaluation completed in 7.5 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.5 sec - Pass 4 of 4: Completed in 2 sec Evaluation completed in 7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 2 sec Evaluation completed in 7.7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.7 sec - Pass 2 of 4: Completed in 2 sec - Pass 3 of 4: Completed in 1.9 sec - Pass 4 of 4: Completed in 1.5 sec Evaluation completed in 7.7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 2 sec Evaluation completed in 7.7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.6 sec Evaluation completed in 6.9 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.2 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.7 sec - Pass 4 of 4: Completed in 2.2 sec Evaluation completed in 7.6 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.5 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 7.2 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 7.1 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.7 sec - Pass 2 of 4: Completed in 1.4 sec - Pass 3 of 4: Completed in 0.98 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 6.6 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 2 sec Evaluation completed in 2 sec | 4 | Best | 0.101 | 153.47 | 0.101 | 0.1056 | 180 | Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 1.2 sec Evaluation completed in 1.2 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 1.3 sec Evaluation completed in 1.3 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.7 sec - Pass 3 of 4: Completed in 1.5 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 6.8 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.5 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1 sec - Pass 4 of 4: Completed in 1.8 sec Evaluation completed in 6.8 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1 sec - Pass 2 of 4: Completed in 1.2 sec - Pass 3 of 4: Completed in 1 sec - Pass 4 of 4: Completed in 1.3 sec Evaluation completed in 5.1 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.7 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 6.9 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.7 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 2 sec - Pass 3 of 4: Completed in 1 sec - Pass 4 of 4: Completed in 1.4 sec Evaluation completed in 6.1 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.5 sec Evaluation completed in 7.1 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.3 sec - Pass 3 of 4: Completed in 1 sec - Pass 4 of 4: Completed in 2 sec Evaluation completed in 6.5 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.3 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 2.1 sec Evaluation completed in 6.7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.1 sec - Pass 4 of 4: Completed in 2 sec Evaluation completed in 6.7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.2 sec - Pass 4 of 4: Completed in 2.1 sec Evaluation completed in 7.4 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.1 sec - Pass 4 of 4: Completed in 1.5 sec Evaluation completed in 6.1 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.5 sec - Pass 4 of 4: Completed in 2 sec Evaluation completed in 7.1 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.2 sec - Pass 2 of 4: Completed in 1.3 sec - Pass 3 of 4: Completed in 1.5 sec - Pass 4 of 4: Completed in 2.1 sec Evaluation completed in 6.8 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.7 sec - Pass 2 of 4: Completed in 2.1 sec - Pass 3 of 4: Completed in 1.7 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 8.1 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.7 sec - Pass 2 of 4: Completed in 2 sec - Pass 3 of 4: Completed in 1.1 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 7.3 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.2 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.2 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 6.8 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 1.4 sec Evaluation completed in 1.5 sec | 5 | Best | 0.10058 | 156.17 | 0.10058 | 0.1006 | 145 | Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 0.73 sec Evaluation completed in 0.79 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 1.8 sec Evaluation completed in 1.8 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 7.6 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 6.9 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.4 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 7.1 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.1 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 6.5 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.5 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.7 sec - Pass 4 of 4: Completed in 1.5 sec Evaluation completed in 7.2 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1 sec - Pass 2 of 4: Completed in 1.7 sec - Pass 3 of 4: Completed in 1.1 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 6.4 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 7.5 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 7.1 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.5 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 6.9 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.1 sec - Pass 4 of 4: Completed in 1.8 sec Evaluation completed in 6.3 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.1 sec - Pass 4 of 4: Completed in 1.3 sec Evaluation completed in 6.3 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.8 sec Evaluation completed in 6.8 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 1.4 sec Evaluation completed in 1.4 sec | 6 | Accept | 0.10155 | 113.72 | 0.10058 | 0.10059 | 1058 | Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 0.69 sec Evaluation completed in 0.75 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 2 sec Evaluation completed in 2 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.3 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.5 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 7.1 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.2 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 6.3 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 0.99 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.1 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 6.4 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.5 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.3 sec Evaluation completed in 7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.5 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 7.4 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.3 sec - Pass 3 of 4: Completed in 0.97 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 6.4 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.1 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 2.1 sec Evaluation completed in 7.1 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.3 sec - Pass 3 of 4: Completed in 1 sec - Pass 4 of 4: Completed in 2.2 sec Evaluation completed in 6.2 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.4 sec - Pass 3 of 4: Completed in 1 sec - Pass 4 of 4: Completed in 1.8 sec Evaluation completed in 6.6 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.2 sec - Pass 2 of 4: Completed in 1.5 sec - Pass 3 of 4: Completed in 1.1 sec - Pass 4 of 4: Completed in 2.6 sec Evaluation completed in 7.2 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.2 sec - Pass 2 of 4: Completed in 1.5 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 2.3 sec Evaluation completed in 7.4 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.4 sec - Pass 2 of 4: Completed in 2.1 sec - Pass 3 of 4: Completed in 1.7 sec - Pass 4 of 4: Completed in 2.5 sec Evaluation completed in 8.6 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.5 sec - Pass 2 of 4: Completed in 2.2 sec - Pass 3 of 4: Completed in 1.2 sec - Pass 4 of 4: Completed in 2.6 sec Evaluation completed in 8.3 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 2.1 sec - Pass 2 of 4: Completed in 2.3 sec - Pass 3 of 4: Completed in 1.8 sec - Pass 4 of 4: Completed in 3.3 sec Evaluation completed in 10 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.7 sec - Pass 2 of 4: Completed in 2.4 sec - Pass 3 of 4: Completed in 1.8 sec - Pass 4 of 4: Completed in 2.8 sec Evaluation completed in 9.5 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.8 sec - Pass 2 of 4: Completed in 2.5 sec - Pass 3 of 4: Completed in 1.2 sec - Pass 4 of 4: Completed in 2.7 sec Evaluation completed in 9 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 2.3 sec - Pass 2 of 4: Completed in 2.6 sec - Pass 3 of 4: Completed in 1.8 sec - Pass 4 of 4: Completed in 3.2 sec Evaluation completed in 11 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.9 sec - Pass 2 of 4: Completed in 2.6 sec - Pass 3 of 4: Completed in 1.8 sec - Pass 4 of 4: Completed in 3.1 sec Evaluation completed in 10 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 2.5 sec - Pass 2 of 4: Completed in 2.7 sec - Pass 3 of 4: Completed in 1.7 sec - Pass 4 of 4: Completed in 3 sec Evaluation completed in 11 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 2 sec - Pass 2 of 4: Completed in 2.2 sec - Pass 3 of 4: Completed in 1.8 sec - Pass 4 of 4: Completed in 2.4 sec Evaluation completed in 9.1 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.9 sec - Pass 2 of 4: Completed in 2.7 sec - Pass 3 of 4: Completed in 1.7 sec - Pass 4 of 4: Completed in 2.4 sec Evaluation completed in 9.3 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 2 sec - Pass 2 of 4: Completed in 2.8 sec - Pass 3 of 4: Completed in 1.2 sec - Pass 4 of 4: Completed in 2.8 sec Evaluation completed in 9.4 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 2.6 sec - Pass 2 of 4: Completed in 2.8 sec - Pass 3 of 4: Completed in 1.3 sec - Pass 4 of 4: Completed in 2.8 sec Evaluation completed in 10 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 2 sec - Pass 2 of 4: Completed in 2.7 sec - Pass 3 of 4: Completed in 1.3 sec - Pass 4 of 4: Completed in 2.8 sec Evaluation completed in 9.4 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 2.1 sec - Pass 2 of 4: Completed in 2.3 sec - Pass 3 of 4: Completed in 1.3 sec - Pass 4 of 4: Completed in 2.8 sec Evaluation completed in 9 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 2.5 sec - Pass 2 of 4: Completed in 2.3 sec - Pass 3 of 4: Completed in 1.2 sec - Pass 4 of 4: Completed in 2.8 sec Evaluation completed in 9.4 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 2.1 sec - Pass 2 of 4: Completed in 2.3 sec - Pass 3 of 4: Completed in 1.8 sec - Pass 4 of 4: Completed in 2.8 sec Evaluation completed in 9.6 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 2.7 sec - Pass 2 of 4: Completed in 2.8 sec - Pass 3 of 4: Completed in 1.7 sec - Pass 4 of 4: Completed in 2.2 sec Evaluation completed in 10 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 1.9 sec Evaluation completed in 2 sec | 7 | Accept | 0.13479 | 312.1 | 0.10058 | 0.10059 | 1 | Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 0.62 sec Evaluation completed in 0.67 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 1.2 sec Evaluation completed in 1.3 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.5 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.3 sec Evaluation completed in 6.8 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1 sec - Pass 4 of 4: Completed in 1.8 sec Evaluation completed in 6.1 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.5 sec - Pass 4 of 4: Completed in 1.8 sec Evaluation completed in 6.7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1 sec - Pass 2 of 4: Completed in 1.2 sec - Pass 3 of 4: Completed in 1.5 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 6.2 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.5 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.1 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 7.1 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 2 sec Evaluation completed in 7.5 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.3 sec - Pass 3 of 4: Completed in 1 sec - Pass 4 of 4: Completed in 1.5 sec Evaluation completed in 5.5 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.1 sec - Pass 4 of 4: Completed in 2 sec Evaluation completed in 6.6 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.4 sec - Pass 3 of 4: Completed in 1.5 sec - Pass 4 of 4: Completed in 2.1 sec Evaluation completed in 7.1 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.5 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.1 sec - Pass 4 of 4: Completed in 2.3 sec Evaluation completed in 7.5 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 2 sec - Pass 2 of 4: Completed in 2.5 sec - Pass 3 of 4: Completed in 1.7 sec - Pass 4 of 4: Completed in 2.2 sec Evaluation completed in 9 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.2 sec - Pass 2 of 4: Completed in 1.4 sec - Pass 3 of 4: Completed in 1.7 sec - Pass 4 of 4: Completed in 2.2 sec Evaluation completed in 7.2 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.1 sec - Pass 4 of 4: Completed in 2.2 sec Evaluation completed in 7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.5 sec - Pass 3 of 4: Completed in 1 sec - Pass 4 of 4: Completed in 2.1 sec Evaluation completed in 6.4 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.7 sec - Pass 2 of 4: Completed in 2 sec - Pass 3 of 4: Completed in 1.7 sec - Pass 4 of 4: Completed in 2.1 sec Evaluation completed in 8.1 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.2 sec - Pass 2 of 4: Completed in 2 sec - Pass 3 of 4: Completed in 1.7 sec - Pass 4 of 4: Completed in 2.1 sec Evaluation completed in 7.6 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.7 sec - Pass 2 of 4: Completed in 1.5 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 2 sec Evaluation completed in 7.7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.7 sec - Pass 2 of 4: Completed in 1.6 sec - Pass 3 of 4: Completed in 1.7 sec - Pass 4 of 4: Completed in 2 sec Evaluation completed in 7.6 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.7 sec - Pass 2 of 4: Completed in 2 sec - Pass 3 of 4: Completed in 1.7 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 8 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.8 sec - Pass 2 of 4: Completed in 1.6 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 2 sec Evaluation completed in 7.5 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 1.9 sec Evaluation completed in 1.9 sec | 8 | Accept | 0.10249 | 190.23 | 0.10058 | 0.10063 | 58 | Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 0.67 sec Evaluation completed in 0.73 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 1.3 sec Evaluation completed in 1.4 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.8 sec Evaluation completed in 6.9 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.5 sec - Pass 2 of 4: Completed in 1.3 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.8 sec Evaluation completed in 6.9 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.3 sec - Pass 3 of 4: Completed in 1.5 sec - Pass 4 of 4: Completed in 2 sec Evaluation completed in 6.4 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.5 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 7.3 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.1 sec - Pass 4 of 4: Completed in 1.3 sec Evaluation completed in 5.8 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1 sec - Pass 2 of 4: Completed in 1.3 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 2 sec Evaluation completed in 6.4 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1 sec - Pass 2 of 4: Completed in 1.3 sec - Pass 3 of 4: Completed in 1 sec - Pass 4 of 4: Completed in 2 sec Evaluation completed in 5.9 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.3 sec - Pass 3 of 4: Completed in 1.1 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 5.9 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.5 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.1 sec - Pass 4 of 4: Completed in 2 sec Evaluation completed in 7.1 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 2.1 sec Evaluation completed in 7.3 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.3 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 2.1 sec Evaluation completed in 6.7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.2 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.5 sec - Pass 4 of 4: Completed in 1.6 sec Evaluation completed in 6.7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.1 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 6.6 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.7 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 2 sec Evaluation completed in 7.7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.2 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 7.1 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.2 sec - Pass 2 of 4: Completed in 1.4 sec - Pass 3 of 4: Completed in 1 sec - Pass 4 of 4: Completed in 1.8 sec Evaluation completed in 6 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 2 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 7.8 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.7 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.1 sec - Pass 4 of 4: Completed in 2 sec Evaluation completed in 7.3 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 1.4 sec Evaluation completed in 1.5 sec | 9 | Best | 0.10033 | 164.41 | 0.10033 | 0.1004 | 112 | Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 1.2 sec Evaluation completed in 1.2 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 1.8 sec Evaluation completed in 1.8 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1 sec - Pass 2 of 4: Completed in 1.7 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.3 sec Evaluation completed in 6.1 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.5 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 6.8 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.5 sec - Pass 2 of 4: Completed in 2.1 sec - Pass 3 of 4: Completed in 1 sec - Pass 4 of 4: Completed in 1.8 sec Evaluation completed in 7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 0.98 sec - Pass 2 of 4: Completed in 1.3 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 6.3 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 0.98 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 2 sec Evaluation completed in 6.8 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 2 sec Evaluation completed in 7.6 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.5 sec - Pass 2 of 4: Completed in 1.4 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.3 sec Evaluation completed in 6.4 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.2 sec - Pass 3 of 4: Completed in 1 sec - Pass 4 of 4: Completed in 1.8 sec Evaluation completed in 5.6 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.5 sec - Pass 2 of 4: Completed in 1.3 sec - Pass 3 of 4: Completed in 0.98 sec - Pass 4 of 4: Completed in 1.7 sec Evaluation completed in 6.1 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 0.99 sec - Pass 2 of 4: Completed in 1.7 sec - Pass 3 of 4: Completed in 1.5 sec - Pass 4 of 4: Completed in 1.8 sec Evaluation completed in 6.7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.1 sec - Pass 4 of 4: Completed in 1.7 sec Evaluation completed in 6.7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 1.8 sec Evaluation completed in 1.9 sec | 10 | Accept | 0.10145 | 102.12 | 0.10033 | 0.10042 | 1682 | Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 1.2 sec Evaluation completed in 1.2 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 1.3 sec Evaluation completed in 1.4 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.5 sec - Pass 2 of 4: Completed in 1.5 sec - Pass 3 of 4: Completed in 1.5 sec - Pass 4 of 4: Completed in 2.1 sec Evaluation completed in 7.2 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.5 sec - Pass 2 of 4: Completed in 1.2 sec - Pass 3 of 4: Completed in 1.5 sec - Pass 4 of 4: Completed in 1.8 sec Evaluation completed in 6.7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1 sec - Pass 2 of 4: Completed in 1.7 sec - Pass 3 of 4: Completed in 1.1 sec - Pass 4 of 4: Completed in 1.8 sec Evaluation completed in 6.3 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.2 sec - Pass 4 of 4: Completed in 2 sec Evaluation completed in 7.4 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.5 sec - Pass 2 of 4: Completed in 1.7 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.8 sec Evaluation completed in 7.2 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.3 sec - Pass 3 of 4: Completed in 1.5 sec - Pass 4 of 4: Completed in 1.4 sec Evaluation completed in 5.9 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1 sec - Pass 2 of 4: Completed in 1.7 sec - Pass 3 of 4: Completed in 1 sec - Pass 4 of 4: Completed in 1.4 sec Evaluation completed in 5.7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 0.99 sec - Pass 2 of 4: Completed in 1.2 sec - Pass 3 of 4: Completed in 1 sec - Pass 4 of 4: Completed in 2 sec Evaluation completed in 5.8 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.7 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 2 sec Evaluation completed in 7.3 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 2.1 sec Evaluation completed in 7.9 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.5 sec - Pass 4 of 4: Completed in 1.6 sec Evaluation completed in 6.5 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.4 sec - Pass 3 of 4: Completed in 1.5 sec - Pass 4 of 4: Completed in 1.5 sec Evaluation completed in 6.1 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.5 sec - Pass 4 of 4: Completed in 2 sec Evaluation completed in 7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.5 sec Evaluation completed in 6.6 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 6.4 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.2 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.8 sec - Pass 2 of 4: Completed in 2 sec - Pass 3 of 4: Completed in 1.1 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 7.3 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.7 sec - Pass 2 of 4: Completed in 1.4 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.6 sec Evaluation completed in 6.8 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 1.4 sec Evaluation completed in 1.4 sec | 11 | Accept | 0.10047 | 164.08 | 0.10033 | 0.10044 | 114 | Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 1.2 sec Evaluation completed in 1.2 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 1.8 sec Evaluation completed in 1.9 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.5 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.5 sec - Pass 4 of 4: Completed in 1.3 sec Evaluation completed in 6.7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.2 sec - Pass 3 of 4: Completed in 1.5 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 6.4 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.5 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 7.5 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 7.6 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.5 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 7.5 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.5 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1 sec - Pass 4 of 4: Completed in 1.5 sec Evaluation completed in 6.3 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.5 sec - Pass 2 of 4: Completed in 1.3 sec - Pass 3 of 4: Completed in 1.5 sec - Pass 4 of 4: Completed in 1.4 sec Evaluation completed in 6.4 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.8 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.1 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 7.3 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.5 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.8 sec - Pass 4 of 4: Completed in 2.1 sec Evaluation completed in 8 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.5 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 2.1 sec Evaluation completed in 7.7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 2.1 sec - Pass 3 of 4: Completed in 1.1 sec - Pass 4 of 4: Completed in 1.6 sec Evaluation completed in 7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.7 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 2 sec Evaluation completed in 7.8 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.1 sec - Pass 4 of 4: Completed in 2 sec Evaluation completed in 7.2 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.2 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.5 sec Evaluation completed in 6.7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 7.2 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.2 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.5 sec - Pass 4 of 4: Completed in 2 sec Evaluation completed in 7.2 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.3 sec - Pass 3 of 4: Completed in 1.1 sec - Pass 4 of 4: Completed in 1.4 sec Evaluation completed in 5.4 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.2 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.1 sec - Pass 4 of 4: Completed in 1.8 sec Evaluation completed in 6.5 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 1.8 sec Evaluation completed in 1.8 sec | 12 | Accept | 0.10105 | 171.09 | 0.10033 | 0.10061 | 116 | Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 0.63 sec Evaluation completed in 0.68 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 1.3 sec Evaluation completed in 1.3 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.5 sec - Pass 2 of 4: Completed in 1.7 sec - Pass 3 of 4: Completed in 1.5 sec - Pass 4 of 4: Completed in 1.8 sec Evaluation completed in 7.2 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.5 sec - Pass 4 of 4: Completed in 1.3 sec Evaluation completed in 6.7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.5 sec - Pass 2 of 4: Completed in 1.2 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.8 sec Evaluation completed in 6.7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.5 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.1 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 6.9 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.5 sec - Pass 2 of 4: Completed in 1.2 sec - Pass 3 of 4: Completed in 1.5 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 6.7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.5 sec - Pass 2 of 4: Completed in 1.7 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 7.3 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.5 sec - Pass 4 of 4: Completed in 1.5 sec Evaluation completed in 6.4 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.1 sec - Pass 4 of 4: Completed in 1.5 sec Evaluation completed in 6 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 2 sec Evaluation completed in 7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.4 sec - Pass 3 of 4: Completed in 1 sec - Pass 4 of 4: Completed in 1.5 sec Evaluation completed in 5.7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.3 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 2.1 sec Evaluation completed in 6.6 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.3 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 2.1 sec Evaluation completed in 6.7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.4 sec - Pass 3 of 4: Completed in 1.5 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 6.4 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.3 sec - Pass 3 of 4: Completed in 1 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 6.5 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.5 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 7.5 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.1 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 7.1 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.9 sec Evaluation completed in 7.7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 1.9 sec Evaluation completed in 1.9 sec | 13 | Accept | 0.10105 | 155.32 | 0.10033 | 0.10069 | 122 | Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 0.63 sec Evaluation completed in 0.69 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 1: Completed in 1.3 sec Evaluation completed in 1.3 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1 sec - Pass 2 of 4: Completed in 1.3 sec - Pass 3 of 4: Completed in 0.99 sec - Pass 4 of 4: Completed in 1.8 sec Evaluation completed in 5.6 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 0.99 sec - Pass 2 of 4: Completed in 1.7 sec - Pass 3 of 4: Completed in 1 sec - Pass 4 of 4: Completed in 1.8 sec Evaluation completed in 6 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.3 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.8 sec Evaluation completed in 6.3 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.5 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.4 sec Evaluation completed in 6.8 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1 sec - Pass 2 of 4: Completed in 1.7 sec - Pass 3 of 4: Completed in 1 sec - Pass 4 of 4: Completed in 1.8 sec Evaluation completed in 6.1 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1 sec - Pass 4 of 4: Completed in 1.3 sec Evaluation completed in 6.3 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.5 sec - Pass 2 of 4: Completed in 1.3 sec - Pass 3 of 4: Completed in 1 sec - Pass 4 of 4: Completed in 1.5 sec Evaluation completed in 5.9 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.6 sec - Pass 2 of 4: Completed in 1.4 sec - Pass 3 of 4: Completed in 1.5 sec - Pass 4 of 4: Completed in 1.6 sec Evaluation completed in 6.6 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.5 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 1.7 sec Evaluation completed in 7.3 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.1 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1 sec - Pass 4 of 4: Completed in 1.8 sec Evaluation completed in 6.4 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.2 sec - Pass 2 of 4: Completed in 1.9 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 2.5 sec Evaluation completed in 8 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.3 sec - Pass 2 of 4: Completed in 1.5 sec - Pass 3 of 4: Completed in 1 sec - Pass 4 of 4: Completed in 2.8 sec Evaluation completed in 7.4 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.8 sec - Pass 2 of 4: Completed in 2.1 sec - Pass 3 of 4: Completed in 1.1 sec - Pass 4 of 4: Completed in 3 sec Evaluation completed in 8.8 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.5 sec - Pass 2 of 4: Completed in 1.7 sec - Pass 3 of 4: Completed in 1.6 sec - Pass 4 of 4: Completed in 3.1 sec Evaluation completed in 8.7 sec Evaluating tall expression using the Parallel Pool 'local': - Pass 1 of 4: Completed in 1.5 sec - Pass 2 of 4: Completed in 1.8 sec - Pass 3 of 4: Completed in 1.2 sec - Pass 4 of 4: 0% complete Evalua...
Mdl = classreg.learning.classif。[] ClassNames: [0 1] ScoreTransform: 'none'属性，方法
FitInfo =没有字段的结构体。
HyperparameterOptimizationResults = BayesianOptimization与属性：ObjectiveFcn：@ createObjFcn / tallObjFcn VariableDescriptions：[4×1 optimizableVariable]选项：[1×1结构] MinObjective：0.1003 XAtMinObjective：[1×1表] MinEstimatedObjective：0.1007 XAtMinEstimatedObjective：[1×1表]NumObjectiveEvaluations：30 TotalElapsedTime：4.7763e + 03 NextPoint公司：[1×1表] X跟踪：[30×1表] ObjectiveTrace：[30×1双] ConstraintsTrace：[] UserDataTrace：{30×1细胞} ObjectiveEvaluationTimeTrace：[30×1双] IterationTimeTrace: [30×1 double] ErrorTrace: [30×1 double] FeasibilityTrace: [30×1 logical] FeasibilityProbabilityTrace: [30×1 double] IndexOfMinimumTrace: [30×1 double] ObjectiveMinimumTrace: [30×1 double] EstimatedObjectiveMinimumTrace: [30×1 double]
入力引数
出力引数
详细
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アルゴリズム
参照
[1] Breiman, L.， J. Friedman, R. Olshen, C. Stone。分类和回归树。博卡拉顿，佛罗里达:CRC出版社，1984年。
[2]铜匠，D.，S. J.香，和J. R. M.霍斯金。“分区决策树标称属性。”数据挖掘和知识发现，卷。3，1999年，第197-217。
[3]蕙，W.Y.“回归树不带偏见的变量选择和互动检测。”STATISTICA学报，卷。12，2002年，第361-386。
[4]蕙，W.Y.和Y.S.施。“拆分选择方法对于分类树”。STATISTICA学报，卷。7，1997年，第815-840。
拡张机能
R2014aで導入
你也可以从以下列表中选择一个网站:
