Run
1842537

Run 1842537

Task 125968 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by Joost van der Heide
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Flow

weka.CostSensitiveClassifier_JRip(2)Weka implementation of CostSensitiveClassifier
weka.JRip(5)_F3
weka.JRip(5)_N2.0
weka.JRip(5)_O2
weka.JRip(5)_S1
weka.CostSensitiveClassifier_JRip(2)_cost-matrix[0.0 1.0; 4.0 0.0]
weka.CostSensitiveClassifier_JRip(2)_S1
weka.CostSensitiveClassifier_JRip(2)_Wweka.classifiers.rules.JRip

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
0.7678
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
2.5843
Cross-validation details (10-fold Crossvalidation)
F measure
0.8001
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3832
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1733.0495
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.297
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
0.8448
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7786
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.7786
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0789
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3933
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0603
Cross-validation details (10-fold Crossvalidation)
Total cost
21651
Cross-validation details (10-fold Crossvalidation)