Run
1842051

Run 1842051

Task 125969 (Supervised Classification) SpeedDating Uploaded 03-12-2016 by Bram Mulders
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Flow

weka.CostSensitiveClassifier_RandomCommittee_RandomTree(3)Weka implementation of CostSensitiveClassifier
weka.RandomTree(11)_K0
weka.RandomTree(11)_M1.0
weka.RandomTree(11)_V0.001
weka.RandomTree(11)_S1
weka.CostSensitiveClassifier_RandomCommittee_RandomTree(3)_cost-matrix[0.0 1.0; 2.0 0.0]
weka.CostSensitiveClassifier_RandomCommittee_RandomTree(3)_S1
weka.CostSensitiveClassifier_RandomCommittee_RandomTree(3)_Wweka.classifiers.meta.RandomCommittee
weka.RandomCommittee_RandomTree(4)_S1
weka.RandomCommittee_RandomTree(4)_num-slots1
weka.RandomCommittee_RandomTree(4)_I10
weka.RandomCommittee_RandomTree(4)_Wweka.classifiers.trees.RandomTree

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
0.8085
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.2668
Cross-validation details (10-fold Crossvalidation)
F measure
0.8281
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3108
Cross-validation details (10-fold Crossvalidation)
KB relative information score
588.2007
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2167
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
0.8296
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8527
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8527
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7873
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3306
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8913
Cross-validation details (10-fold Crossvalidation)
Total cost
2235
Cross-validation details (10-fold Crossvalidation)