Run
1842359

Run 1842359

Task 125968 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by Kevin Chang
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Flow

weka.FilteredClassifier_CostSensitiveClassifier_RandomForest(2)Weka implementation of FilteredClassifier
weka.RandomForest(9)_I100
weka.RandomForest(9)_K0
weka.RandomForest(9)_S1
weka.RandomForest(9)_num-slots1
weka.CostSensitiveClassifier_RandomForest(3)_cost-matrix[0.0 1.0; 50.0 0.0]
weka.CostSensitiveClassifier_RandomForest(3)_S1
weka.CostSensitiveClassifier_RandomForest(3)_Wweka.classifiers.trees.RandomForest
weka.FilteredClassifier_CostSensitiveClassifier_RandomForest(2)_Fweka.filters.supervised.instance.SMOTE -C 0 -K 5 -P 300.0 -S 1
weka.FilteredClassifier_CostSensitiveClassifier_RandomForest(2)_Wweka.classifiers.meta.CostSensitiveClassifier

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8488
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.7428
Cross-validation details (10-fold Crossvalidation)
F measure
0.3614
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.083
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-15796.4695
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5682
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2752
Cross-validation details (10-fold Crossvalidation)
Number of instances
8378
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.86
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3508
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.3508
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
2.0645
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6219
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.6766
Cross-validation details (10-fold Crossvalidation)
Total cost
6223
Cross-validation details (10-fold Crossvalidation)