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ida_​a3_​14682330

Preprocessing

Random forest

Decision Tree

K neareast neighbours

Training

Validation

Training

Validation

Decision Tree

Validation

Training

Gain Ratio without pruning

Gini Index with MDL

SVM

Training

Training

Validation

Emsemble Method

Neutral Network

Training

Training

Validation

Validation

Validation

CSV Writer
Table Partitioner
Missing Value
Scorer
Rank Correlation
Column Filter
Normalizer
Normalizer
CSV Reader
Gradient Boosted Trees Learner
Number to String
Column Filter
CSV Writer
Missing Value
CSV Reader
Gradient Boosted Trees Predictor
Missing Value
Gradient Boosted Trees Predictor
Number to String
ROC Curve
Gradient Boosted Trees Predictor
Scorer
Scorer
ROC Curve
Parameter Optimization Loop End
Missing Value
Scorer
RProp MLP Learner
Column Filter
CSV Reader
Missing Value
Normalizer
Table Partitioner
Column Filter
Column Filter
Number to String
CSV Writer
MultiLayerPerceptron Predictor
Scorer
CSV Reader
Scorer
ROC Curve
CSV Writer
MultiLayerPerceptron Predictor
Column Filter
CSV Reader
CSV Reader
Scorer
Column Filter
ROC Curve
Missing Value
ROC Curve
Normalizer
Parameter Optimization Loop Start
Rank Correlation
Parameter Optimization Loop End
MultiLayerPerceptron Predictor
ROC Curve
Scorer
Table Partitioner
Parameter Optimization Loop End
Decision Tree Predictor
Parameter Optimization Loop Start
Parameter Optimization Loop Start
Parameter Optimization Loop End
Parameter Optimization Loop Start
Parameter Optimization Loop Start
Parameter Optimization Loop End
Missing Value
Column Filter
CSV Reader
Column Filter
Column Filter
Column Filter
Missing Value
Table Partitioner
Scorer
Rank Correlation
Column Renamer
Parameter Optimization Loop End
Scorer
K Nearest Neighbor
ROC Curve
Missing Value
Decision Tree Predictor
Column Filter
Number to String
Rank Correlation
Parameter Optimization Loop Start
CSV Reader
CSV Reader
Normalizer
Decision Tree Learner
Decision Tree Predictor
Number to String
Table Partitioner
Decision Tree Predictor
SMOTE
Table Partitioner
Scorer
CSV Reader
ROC Curve
CSV Writer
SVM Learner
Column Filter
Normalizer
Missing Value
K Nearest Neighbor
ROC Curve
Random Forest Learner
Number to String
Random Forest Predictor
CSV Writer
ROC Curve
Table Partitioner
Scorer
Random Forest Predictor
ROC Curve
K Nearest Neighbor
Number to String
CSV Reader
Parameter Optimization Loop End
Scorer
Column Filter
Random Forest Predictor
Table Partitioner
CSV Reader
Column Filter
Parameter Optimization Loop Start
ROC Curve
Rank Correlation
ROC Curve
Missing Value
Decision Tree Learner
Normalizer
Scorer
Column Filter
Decision Tree Predictor
Number to String
Decision Tree Predictor
CSV Reader
Column Filter
SVM Predictor
CSV Writer
Normalizer
Missing Value
CSV Reader
SVM Predictor
SVM Predictor
CSV Reader
Missing Value
Normalizer
ROC Curve
Column Filter

Nodes

Extensions

Links