Run
1672253

Run 1672253

Task 3962 (Supervised Classification) OVA_Breast 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
0.92
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9429
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.833
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1163.28
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0877
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3464
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9429
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9437
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7656
Cross-validation details (10-fold Crossvalidation)
Recall
0.9437
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2532
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.416
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2258
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5427
Cross-validation details (10-fold Crossvalidation)