Run
509176

Run 509176

Task 3631 (Supervised Classification) analcatdata_apnea2 Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.JRip(7)Learner classif.JRip from package(s) RWeka.
classif.JRip(7)_seed1
classif.JRip(7)_kindMersenne-Twister
classif.JRip(7)_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
0.8687
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9335
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7185
Cross-validation details (10-fold Crossvalidation)
KB relative information score
299.6526
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0674
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2343
Cross-validation details (10-fold Crossvalidation)
Number of instances
475
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9346
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9326
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5744
Cross-validation details (10-fold Crossvalidation)
Recall
0.9326
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2876
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3414
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2596
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7602
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.98
UserCPU time millis testing
0.651
UserCPU time millis training
1.329