Run
512415

Run 512415

Task 9894 (Supervised Classification) heart-h Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.LiblineaRL1LogReg(4)Learner classif.LiblineaRL1LogReg from package(s) LiblineaR.
classif.LiblineaRL1LogReg(4)_seed1
classif.LiblineaRL1LogReg(4)_kindMersenne-Twister
classif.LiblineaRL1LogReg(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
0.6892
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6309
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3328
Cross-validation details (10-fold Crossvalidation)
KB relative information score
95.2786
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.132
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2239
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6032
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6701
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.6623
Cross-validation details (10-fold Crossvalidation)
Recall
0.6701
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5893
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3334
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3633
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0896
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.436
UserCPU time millis testing
0.013
UserCPU time millis training
0.423