Run
1842049

Run 1842049

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

weka.CostSensitiveClassifier_NaiveBayes(2)Weka implementation of CostSensitiveClassifier
weka.NaiveBayes(13)_Dtrue
weka.CostSensitiveClassifier_NaiveBayes(2)_cost-matrix[0.0 1.0; 2.0 0.0]
weka.CostSensitiveClassifier_NaiveBayes(2)_S1
weka.CostSensitiveClassifier_NaiveBayes(2)_Wweka.classifiers.bayes.NaiveBayes

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
0.8347
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.2803
Cross-validation details (10-fold Crossvalidation)
F measure
0.7861
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3723
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-889.4313
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2445
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
0.8492
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7595
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.7595
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8885
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4615
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2441
Cross-validation details (10-fold Crossvalidation)
Total cost
2348
Cross-validation details (10-fold Crossvalidation)