Run
1842044

Run 1842044

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

weka.CostSensitiveClassifier_ZeroR(2)Weka implementation of CostSensitiveClassifier
weka.CostSensitiveClassifier_ZeroR(2)_cost-matrix[0.0 1.0; 2.0 0.0]
weka.CostSensitiveClassifier_ZeroR(2)_S1
weka.CostSensitiveClassifier_ZeroR(2)_Wweka.classifiers.rules.ZeroR

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
0.4999
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.3294
Cross-validation details (10-fold Crossvalidation)
F measure
0.7603
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-6783.5251
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3544
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
0.6977
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8353
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8353
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.2878
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3893
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0495
Cross-validation details (10-fold Crossvalidation)
Total cost
2760
Cross-validation details (10-fold Crossvalidation)