Run
545765

Run 545765

Task 3613 (Supervised Classification) servo Uploaded 01-04-2016 by Rafael Gomes Mantovani
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Flow

classif.logreg(9)Learner classif.logreg from package(s) stats.
classif.logreg(9)_seed1
classif.logreg(9)_kindMersenne-Twister
classif.logreg(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
0.911
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9344
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8144
Cross-validation details (10-fold Crossvalidation)
KB relative information score
130.5989
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0659
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3533
Cross-validation details (10-fold Crossvalidation)
Number of instances
167
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9348
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9341
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7794
Cross-validation details (10-fold Crossvalidation)
Recall
0.9341
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1864
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4193
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2566
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6121
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.147
UserCPU time millis testing
0.031
UserCPU time millis training
0.116