Run
511358

Run 511358

Task 3574 (Supervised Classification) rmftsa_sleepdata 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
0.5551
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3414
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1141
Cross-validation details (10-fold Crossvalidation)
KB relative information score
227.8995
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2803
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3514
Cross-validation details (10-fold Crossvalidation)
Number of instances
1024
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2953
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4395
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10-fold Crossvalidation)
Recall
0.4395
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7975
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5294
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2631
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.26
UserCPU time millis testing
0.012
UserCPU time millis training
0.248