Run
1842642

Run 1842642

Task 125969 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by Wijnands
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Flow

weka.OneR(19)R.C. Holte (1993). Very simple classification rules perform well on most commonly used datasets. Machine Learning. 11:63-91.
weka.OneR(19)_B6

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
0.5138
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.3225
Cross-validation details (10-fold Crossvalidation)
F measure
0.7707
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0445
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2322.6022
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.163
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
0.7988
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.837
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.837
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5924
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4038
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0886
Cross-validation details (10-fold Crossvalidation)
Total cost
2702
Cross-validation details (10-fold Crossvalidation)