Run
1620358

Run 1620358

Task 3527 (Supervised Classification) oh0.wc Uploaded 19-07-2016 by Jan van Rijn
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Flow

weka.REPTree(15)Weka implementation of REPTree
weka.REPTree(15)_M2
weka.REPTree(15)_V0.001
weka.REPTree(15)_N3
weka.REPTree(15)_S1
weka.REPTree(15)_L-1
weka.REPTree(15)_I0.0

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
0.9318
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7898
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7528
Cross-validation details (10-fold Crossvalidation)
KB relative information score
735.1865
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0561
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1749
Cross-validation details (10-fold Crossvalidation)
Number of instances
1003
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8179
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7856
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.1536
Cross-validation details (10-fold Crossvalidation)
Recall
0.7856
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3207
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2957
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1787
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6043
Cross-validation details (10-fold Crossvalidation)
Total cost