Run
1842343

Run 1842343

Task 125968 (Supervised Classification) SpeedDating Uploaded 04-12-2016 by Kevin Chang
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Flow

weka.CostSensitiveClassifier_SimpleLogistic(1)Weka implementation of CostSensitiveClassifier
weka.SimpleLogistic(4)_I0
weka.SimpleLogistic(4)_M500
weka.SimpleLogistic(4)_H50
weka.SimpleLogistic(4)_W0.0
weka.CostSensitiveClassifier_SimpleLogistic(1)_cost-matrix[0.0 1.0; 50.0 0.0]
weka.CostSensitiveClassifier_SimpleLogistic(1)_S1
weka.CostSensitiveClassifier_SimpleLogistic(1)_Wweka.classifiers.functions.SimpleLogistic

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
0.8421
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.763
Cross-validation details (10-fold Crossvalidation)
F measure
0.4212
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1057
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-14593.14
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5665
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
0.8588
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.395
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.395
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
2.0583
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.661
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.782
Cross-validation details (10-fold Crossvalidation)
Total cost
6392
Cross-validation details (10-fold Crossvalidation)