Run
1841575

Run 1841575

Task 125968 (Supervised Classification) SpeedDating Uploaded 30-11-2016 by Evertjan Peer
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Flow

weka.CostSensitiveClassifier_NaiveBayes(2)Weka implementation of CostSensitiveClassifier
weka.CostSensitiveClassifier_NaiveBayes(2)_cost-matrix[0.0 1.0; 10000.0 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
0.8101
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.8552
Cross-validation details (10-fold Crossvalidation)
F measure
0.5224
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1528
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-11153.44
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.519
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
0.8566
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4782
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.4782
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.8856
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7041
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.8981
Cross-validation details (10-fold Crossvalidation)
Total cost
7165
Cross-validation details (10-fold Crossvalidation)