Run
1839645

Run 1839645

Task 125969 (Supervised Classification) SpeedDating Uploaded 21-11-2016 by Adriaan Knapen
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Flow

weka.J48(36)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(36)_C0.2
weka.J48(36)_M2
weka.J48(36)_num-decimal-places3
weka.J48(36)_batch-size80

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
0.7468
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.2799
Cross-validation details (10-fold Crossvalidation)
F measure
0.818
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2736
Cross-validation details (10-fold Crossvalidation)
KB relative information score
524.0811
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2277
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
0.8143
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8422
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8422
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8275
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3475
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9367
Cross-validation details (10-fold Crossvalidation)
Total cost
2345
Cross-validation details (10-fold Crossvalidation)