Id;Data;Chart
417;{'Pclass <= 2.5': {'samples': 498, 'value': [297,201], 'class': '0', 'True': {'Parch <= 0.5': {'samples': 253, 'value': [115,138], 'class': '1', 'True': {'samples': 181, 'value': [94,87], 'class': '0'}, 'False': {'samples': 72, 'value': [21,51], 'class': '1'}}}, 'False': {'Parch <= 0.5': {'samples': 245, 'value': [182,63], 'class': '0', 'True': {'samples': 188, 'value': [144,44], 'class': '0'}, 'False': {'samples': 57, 'value': [38,19], 'class': '0'}}}}};Titanic_decision_tree.png
418;no;Titanic_overfitting_mlp.png
419;overfitting after 502;Titanic_overfitting_gb.png
420;underfitting until 502,no overfitting,acc=0.8;Titanic_overfitting_rf.png
421;overfitting until 5;Titanic_overfitting_knn.png
422;overfitting after 10;Titanic_overfitting_decision_tree.png
423;acc_rec;Titanic_overfitting_dt_acc_rec.png
424;[0.93,0.07,0.00,0.00,0.00];Titanic_pca.png
425;{5,[]};Titanic_correlation_heatmap.png
426;[F,{Pclass:{Outliers:F,Balanced:T},Age:{Outliers:T,Balanced:F},SibSp:{Outliers:F,Balanced:F},Parch:{Outliers:F,Balanced:F},Fare:{Outliers:T,Balanced:F}}];Titanic_boxplots.png
427;{Embarked:['S', 'C', 'Q'],Sex:['male', 'female']};Titanic_histograms_symbolic.png
428;{'Age': 177, 'Embarked': 2};Titanic_mv.png
429;[549,342];Titanic_class_histogram.png
430;[891,8];Titanic_nr_records_nr_variables.png
431;{Pclass:{Outliers:F,Balanced:F,Ordinal:T},Age:{Outliers:T,Balanced:F,Ordinal:F},SibSp:{Outliers:T,Balanced:F,Ordinal:T},Parch:{Outliers:T,Balanced:F,Ordinal:F},Fare:{Outliers:T,Balanced:F,Ordinal:F}};Titanic_histograms_numeric.png
432;{'Juiciness <= -0.3': {'samples': 2800, 'value': [1397,1403], 'class': 'good', 'True': {'Crunchiness <= 2.25': {'samples': 932, 'value': [635,297], 'class': 'bad', 'True': {'samples': 148, 'value': [64,84], 'class': 'good'}, 'False': {'samples': 784, 'value': [571,213], 'class': 'bad'}}}, 'False': {'Crunchiness <= 2.25': {'samples': 1868, 'value': [762,1106], 'class': 'good', 'True': {'samples': 1625, 'value': [734,891], 'class': 'good'}, 'False': {'samples': 243, 'value': [28,215], 'class': 'good'}}}}};apple_quality_decision_tree.png
433;no;apple_quality_overfitting_mlp.png
434;overfitting after 502;apple_quality_overfitting_gb.png
435;underfitting until 502,no overfitting,acc>0.8;apple_quality_overfitting_rf.png
436;overfitting until 9;apple_quality_overfitting_knn.png
437;no;apple_quality_overfitting_decision_tree.png
438;acc_rec;apple_quality_overfitting_dt_acc_rec.png
439;[0.25,0.22,0.17,0.14,0.12,0.07,0.04];apple_quality_pca.png
440;{7,[]};apple_quality_correlation_heatmap.png
441;[F,{Size:{Outliers:T,Balanced:T},Weight:{Outliers:T,Balanced:T},Sweetness:{Outliers:T,Balanced:T},Crunchiness:{Outliers:T,Balanced:T},Juiciness:{Outliers:T,Balanced:T},Ripeness:{Outliers:T,Balanced:T},Acidity:{Outliers:T,Balanced:T}}];apple_quality_boxplots.png
442;[2004,1996];apple_quality_class_histogram.png
443;[4000,8];apple_quality_nr_records_nr_variables.png
444;{Size:{Outliers:T,Balanced:T,Ordinal:F},Weight:{Outliers:T,Balanced:T,Ordinal:F},Sweetness:{Outliers:T,Balanced:T,Ordinal:F},Crunchiness:{Outliers:T,Balanced:T,Ordinal:F},Juiciness:{Outliers:T,Balanced:T,Ordinal:F},Ripeness:{Outliers:T,Balanced:T,Ordinal:F},Acidity:{Outliers:T,Balanced:T,Ordinal:F}};apple_quality_histograms_numeric.png
445;{'JoiningYear <= 2017.5': {'samples': 3257, 'value': [2137,1120], 'class': '0', 'True': {'ExperienceInCurrentDomain <= 3.5': {'samples': 2996, 'value': [2134,862], 'class': '0', 'True': {'samples': 1781, 'value': [1227,554], 'class': '0'}, 'False': {'samples': 1215, 'value': [907,308], 'class': '0'}}}, 'False': {'ExperienceInCurrentDomain <= 3.5': {'samples': 261, 'value': [3,258], 'class': '1', 'True': {'samples': 44, 'value': [0,44], 'class': '1'}, 'False': {'samples': 217, 'value': [3,214], 'class': '1'}}}}};Employee_decision_tree.png
446;no;Employee_overfitting_mlp.png
447;no;Employee_overfitting_gb.png
448;underfitting until 502,no overfitting,acc>0.8;Employee_overfitting_rf.png
449;overfitting until 9;Employee_overfitting_knn.png
450;overfitting after 8;Employee_overfitting_decision_tree.png
451;acc_rec;Employee_overfitting_dt_acc_rec.png
452;[0.79,0.12,0.08,0.01];Employee_pca.png
453;{4,[]};Employee_correlation_heatmap.png
454;[F,{JoiningYear:{Outliers:F,Balanced:T},PaymentTier:{Outliers:F,Balanced:F},Age:{Outliers:F,Balanced:F},ExperienceInCurrentDomain:{Outliers:F,Balanced:F}}];Employee_boxplots.png
455;{Education:['Bachelors', 'Masters', 'PHD'],City:['Bangalore', 'Pune', 'New Delhi'],Gender:['Male', 'Female'],EverBenched:['No', 'Yes']};Employee_histograms_symbolic.png
456;[3053,1600];Employee_class_histogram.png
457;[4653,9];Employee_nr_records_nr_variables.png
458;{JoiningYear:{Outliers:F,Balanced:F,Ordinal:T},PaymentTier:{Outliers:F,Balanced:F,Ordinal:T},Age:{Outliers:F,Balanced:F,Ordinal:F},ExperienceInCurrentDomain:{Outliers:F,Balanced:F,Ordinal:T}};Employee_histograms_numeric.png