Run
207

Run 207

Task 9 (Supervised Classification) autos Uploaded 07-04-2014 by Jan van Rijn
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Flow

weka.JRip(1)William W. Cohen: Fast Effective Rule Induction. In: Twelfth International Conference on Machine Learning, 115-123, 1995.
weka.JRip(1)_F3
weka.JRip(1)_N2.0
weka.JRip(1)_O2
weka.JRip(1)_S1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.8486
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7453
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6653
Cross-validation details (10-fold Crossvalidation)
KB relative information score
132.7814
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0901
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2209
Cross-validation details (10-fold Crossvalidation)
Number of instances
205
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ]
Precision
0.7543
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7463
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3268
Cross-validation details (10-fold Crossvalidation)
Recall
0.7463
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4079
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3318
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2513
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7575
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
2019.0099