Run
508062

Run 508062

Task 10095 (Supervised Classification) breast-tissue Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.OneR(4)Learner classif.OneR from package(s) RWeka.
classif.OneR(4)_seed1
classif.OneR(4)_kindMersenne-Twister
classif.OneR(4)_normal.kindInversion

Result files

Description

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

Predictions

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

20 Evaluation measures

Area under ROC curve
0.5723
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2729
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1436
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22.7272
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2327
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2763
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3019
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5667
Cross-validation details (10-fold Crossvalidation)
Recall
0.3019
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8423
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3716
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4824
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2981
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.11
UserCPU time millis testing
0.407
UserCPU time millis training
0.703