Run
1657261

Run 1657261

Task 9908 (Supervised Classification) autoUniv-au4-2500 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
0.8411
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7219
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5372
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1019.9309
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2316
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3794
Cross-validation details (10-fold Crossvalidation)
Number of instances
2500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6996
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7492
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3187
Cross-validation details (10-fold Crossvalidation)
Recall
0.7492
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6103
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4355
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3544
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8136
Cross-validation details (10-fold Crossvalidation)