Run
1745570

Run 1745570

Task 3531 (Supervised Classification) la1s.wc Uploaded 24-07-2016 by Jan van Rijn
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Flow

weka.ClassificationViaRegression_M5P(3)E. Frank, Y. Wang, S. Inglis, G. Holmes, I.H. Witten (1998). Using model trees for classification. Machine Learning. 32(1):63-76.
weka.M5P(4)_M4.0
weka.ClassificationViaRegression_M5P(3)_Wweka.classifiers.trees.M5P

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
0.958
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8111
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7638
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2325.8943
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0971
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2665
Cross-validation details (10-fold Crossvalidation)
Number of instances
3204
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8135
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8118
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4437
Cross-validation details (10-fold Crossvalidation)
Recall
0.8118
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3644
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.365
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2164
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5928
Cross-validation details (10-fold Crossvalidation)
Total cost