Run
1842940

Run 1842940

Task 125969 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by a
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Flow

weka.CostSensitiveClassifier_Bagging_RandomForest(2)Weka implementation of CostSensitiveClassifier
weka.RandomForest(9)_I300
weka.RandomForest(9)_K20
weka.RandomForest(9)_S1
weka.RandomForest(9)_num-slots8
weka.RandomForest(9)_Btrue
weka.RandomForest(9)_num-decimal-places4
weka.Bagging_RandomForest(9)_P10
weka.Bagging_RandomForest(9)_S1
weka.Bagging_RandomForest(9)_num-slots8
weka.Bagging_RandomForest(9)_I50
weka.Bagging_RandomForest(9)_Wweka.classifiers.trees.RandomForest
weka.CostSensitiveClassifier_Bagging_RandomForest(2)_cost-matrix[0.0 1.0; 15.0 0.0]
weka.CostSensitiveClassifier_Bagging_RandomForest(2)_S1
weka.CostSensitiveClassifier_Bagging_RandomForest(2)_Wweka.classifiers.meta.Bagging
weka.CostSensitiveClassifier_Bagging_RandomForest(2)_num-decimal-places4

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
0.8565
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.4302
Cross-validation details (10-fold Crossvalidation)
F measure
0.6271
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2285
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-12080.6018
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4677
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
0.864
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5783
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.5783
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.6994
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5032
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3566
Cross-validation details (10-fold Crossvalidation)
Total cost
3604
Cross-validation details (10-fold Crossvalidation)