Run
1672272

Run 1672272

Task 9908 (Supervised Classification) autoUniv-au4-2500 Uploaded 20-07-2016 by Jan van Rijn
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Flow

weka.MultiScheme_REPTree(1)Weka implementation of MultiScheme
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
weka.MultiScheme_REPTree(1)_X0
weka.MultiScheme_REPTree(1)_S1
weka.MultiScheme_REPTree(1)_Bweka.classifiers.trees.REPTree

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
0.8347
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7107
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5164
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1010.3243
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2323
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
0.689
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.738
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3187
Cross-validation details (10-fold Crossvalidation)
Recall
0.738
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6122
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4355
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3573
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8203
Cross-validation details (10-fold Crossvalidation)