Run
519705

Run 519705

Task 3917 (Supervised Classification) kc1 Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.LiblineaRL1LogReg(6)Learner classif.LiblineaRL1LogReg from package(s) LiblineaR.
classif.LiblineaRL1LogReg(6)_seed1
classif.LiblineaRL1LogReg(6)_kindMersenne-Twister
classif.LiblineaRL1LogReg(6)_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
0.5864
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8233
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2385
Cross-validation details (10-fold Crossvalidation)
KB relative information score
672.5509
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1441
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2616
Cross-validation details (10-fold Crossvalidation)
Number of instances
2109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8282
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8559
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.622
Cross-validation details (10-fold Crossvalidation)
Recall
0.8559
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.551
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3615
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3797
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0502
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.415
UserCPU time millis testing
0.015
UserCPU time millis training
1.4