Run
1875080

Run 1875080

Task 145682 (Supervised Classification) spectrometer Uploaded 30-03-2017 by Daan Dinkla
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Flow

weka.JRip(7)William W. Cohen: Fast Effective Rule Induction. In: Twelfth International Conference on Machine Learning, 115-123, 1995.
weka.JRip(7)_F1
weka.JRip(7)_N2.0
weka.JRip(7)_O2
weka.JRip(7)_S1
weka.JRip(7)_Ptrue

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
0.669
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3542
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3252
Cross-validation details (10-fold Crossvalidation)
KB relative information score
164.6323
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0275
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0396
Cross-validation details (10-fold Crossvalidation)
Number of instances
531
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3662
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3653
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.3653
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.693
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1575
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1198
Cross-validation details (10-fold Crossvalidation)