Run
2040486

Run 2040486

Task 3951 (Supervised Classification) desharnais Uploaded 11-04-2017 by Milan Tresoor
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Flow

weka.J48(39)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(39)_C0.7
weka.J48(39)_M4
weka.J48(39)_num-decimal-places3

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
0.7463
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6847
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4462
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32.9896
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2346
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3804
Cross-validation details (10-fold Crossvalidation)
Number of instances
81
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6998
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7037
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3765
Cross-validation details (10-fold Crossvalidation)
Recall
0.7037
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6168
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4348
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4034
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9279
Cross-validation details (10-fold Crossvalidation)