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Assessment task 3

loan dataset data preperation

unknown dataset

Normalization

linear rank correlation

Decision tree training

KNN Training

random forest training

random forest 2

SVM Training

SVM 2

knn 2 K=20

Decision tree validation

KNN Validation

random forest Validation

SVM Validation

Neural Network 500 - training

Neural Network 100

Validation model

Decision Tree Predictor
CSV Writer
Normalizer
Column Auto Type Cast
Table Partitioner
Duplicate Row Filter
Column Filter
SVM Learner
Column Filter
Scorer
Number to String
SVM Predictor
SVM Predictor
CSV Reader
Number to String
Missing Value
SVM Predictor
Column Filter
Scorer
ROC Curve
CSV Reader
K Nearest Neighbor
SVM Predictor
ROC Curve
Missing Value
SVM Learner
K Nearest Neighbor
Column Filter
Scorer
SVM Predictor
SVM Predictor
Column Auto Type Cast
Column Filter
Column Filter
Number to String
Table Partitioner
Normalizer
Scorer
Missing Value
CSV Reader
Duplicate Row Filter
Scorer
CSV Reader
ROC Curve
Normalizer
Column Filter
Scorer
Duplicate Row Filter
Duplicate Row Filter
Number to String
CSV Reader
Column Auto Type Cast
Duplicate Row Filter
CSV Writer
Column Filter
CSV Reader
Missing Value
Column Filter
Number to String
Column Auto Type Cast
Column Filter
Scorer
Scorer
ROC Curve
Column Auto Type Cast
Decision Tree Predictor
K Nearest Neighbor
CSV Reader
Missing Value
Column Filter
Column Filter
CSV Writer
Column Filter
Scorer
Duplicate Row Filter
Duplicate Row Filter
ROC Curve
CSV Writer
Column Filter
Table Partitioner
Scorer
CSV Writer
Missing Value
CSV Reader
Number to String
Table Partitioner
Missing Value
Normalizer
Number to String
Normalizer
Duplicate Row Filter
Column Auto Type Cast
RProp MLP Learner
Scorer
MultiLayerPerceptron Predictor
MultiLayerPerceptron Predictor
Missing Value
MultiLayerPerceptron Predictor
CSV Reader
Column Filter
K Nearest Neighbor
Missing Value
CSV Reader
Column Filter
ROC Curve
Column Auto Type Cast
Number to String
CSV Reader
Scorer
Missing Value
K Nearest Neighbor
Missing Value
ROC Curve
Number to String
CSV Reader
Column Auto Type Cast
CSV Writer
Number to String
K Nearest Neighbor
Column Auto Type Cast
Column Filter
CSV Reader
Column Filter
Random Forest Learner
Scorer
Missing Value
Random Forest Predictor
ROC Curve
Random Forest Predictor
Duplicate Row Filter
Normalizer
CSV Reader
Random Forest Predictor
Table Partitioner
Normalizer
Column Filter
Normalizer
Missing Value
Column Auto Type Cast
ROC Curve
Random Forest Learner
ROC Curve
Duplicate Row Filter
CSV Reader
ROC Curve
Pie Chart
CSV Reader
Column Auto Type Cast
Column Auto Type Cast
Number to String
Normalizer
Missing Value
Number to String
Missing Value
Normalizer
Table Partitioner
Column Filter
Number to String
MultiLayerPerceptron Predictor
Duplicate Row Filter
Missing Value
MultiLayerPerceptron Predictor
CSV Reader
Missing Value
MultiLayerPerceptron Predictor
Column Auto Type Cast
CSV Reader
Number to String
Linear Correlation
Column Auto Type Cast
Missing Value
Column Filter
Column Filter
Column Filter
Duplicate Row Filter
Column Filter
Missing Value
Duplicate Row Filter
Duplicate Row Filter
Column Filter
Scorer
CSV Reader
Column Filter
Normalizer
CSV Reader
Duplicate Row Filter
Normalizer
RProp MLP Learner
Random Forest Predictor
Duplicate Row Filter
Column Auto Type Cast
Table Partitioner
Scorer
Table Partitioner
CSV Writer
Column Auto Type Cast
Random Forest Predictor
CSV Writer
Decision Tree Learner
Column Filter
Decision Tree Predictor
Random Forest Predictor
Missing Value
Scorer
Scorer
Normalizer
CSV Reader
ROC Curve
Duplicate Row Filter
Column Filter
Column Auto Type Cast
ROC Curve
Column Filter
ROC Curve
Column Filter
Column Filter
ROC Curve
Scorer
CSV Writer
Column Auto Type Cast
Missing Value
CSV Reader
Numeric Outliers
CSV Reader
Number to String
Duplicate Row Filter
Table Partitioner
Normalizer
Missing Value
Duplicate Row Filter
Normalizer
Missing Value
Number to String
Column Auto Type Cast
Column Filter

Nodes

Extensions

Links