Run
545630

Run 545630

Task 9897 (Supervised Classification) breast-tissue Uploaded 01-04-2016 by Rafael Gomes Mantovani
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Flow

classif.JRip(9)Learner classif.JRip from package(s) RWeka.
classif.JRip(9)_seed1
classif.JRip(9)_kindMersenne-Twister
classif.JRip(9)_normal.kindInversion

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.

20 Evaluation measures

Area under ROC curve
0.6626
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5582
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3439
Cross-validation details (10-fold Crossvalidation)
KB relative information score
42.6831
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.217
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3444
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.561
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.566
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8455
Cross-validation details (10-fold Crossvalidation)
Recall
0.566
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.63
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4143
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4658
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1243
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.772
UserCPU time millis testing
0.35
UserCPU time millis training
0.422