Run
1620263

Run 1620263

Task 3524 (Supervised Classification) fbis.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
0.9307
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7246
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.706
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1674.7742
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0422
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1047
Cross-validation details (10-fold Crossvalidation)
Number of instances
2463
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7268
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.741
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.741
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4025
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2288
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1551
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6781
Cross-validation details (10-fold Crossvalidation)
Total cost