Run
1794629

Run 1794629

Task 3504 (Supervised Classification) webdata_wXa Uploaded 25-07-2016 by Jan van Rijn
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Flow

weka.PART(4)Eibe Frank, Ian H. Witten: Generating Accurate Rule Sets Without Global Optimization. In: Fifteenth International Conference on Machine Learning, 144-151, 1998.
weka.PART(4)_C0.25
weka.PART(4)_M2
weka.PART(4)_Q1

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
0.8122
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.785
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4034
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11903.7914
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2255
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3648
Cross-validation details (10-fold Crossvalidation)
Number of instances
36974
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7827
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7879
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7951
Cross-validation details (10-fold Crossvalidation)
Recall
0.7879
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6182
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4271
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3935
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9214
Cross-validation details (10-fold Crossvalidation)