Run
1840308

Run 1840308

Task 125968 (Supervised Classification) SpeedDating Uploaded 22-11-2016 by Hilde Weerts
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Flow

weka.CostSensitiveClassifier_NaiveBayes(2)Weka implementation of CostSensitiveClassifier
weka.CostSensitiveClassifier_NaiveBayes(2)_cost-matrix[0.0 50.0; 1.0 0.0]
weka.CostSensitiveClassifier_NaiveBayes(2)_S1
weka.CostSensitiveClassifier_NaiveBayes(2)_Wweka.classifiers.bayes.NaiveBayes
weka.CostSensitiveClassifier_NaiveBayes(2)_output-debug-infotrue
weka.CostSensitiveClassifier_NaiveBayes(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
0.8278
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
4.0822
Cross-validation details (10-fold Crossvalidation)
F measure
0.8325
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3984
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1841.5452
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1744
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
0.8346
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8305
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8305
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6336
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3836
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0343
Cross-validation details (10-fold Crossvalidation)
Total cost
34201
Cross-validation details (10-fold Crossvalidation)