| 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 | |