Run
523630

Run 523630

Task 9949 (Supervised Classification) micro-mass Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.LiblineaRL2LogReg(6)Learner classif.LiblineaRL2LogReg from package(s) LiblineaR.
classif.LiblineaRL2LogReg(6)_seed1
classif.LiblineaRL2LogReg(6)_kindMersenne-Twister
classif.LiblineaRL2LogReg(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
0.9676
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9417
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9352
Cross-validation details (10-fold Crossvalidation)
KB relative information score
338.0391
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0117
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
360
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9424
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9417
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.9417
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0648
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.108
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.36
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.023
UserCPU time millis testing
0.076
UserCPU time millis training
1.947