Run
510356

Run 510356

Task 38 (Supervised Classification) ecoli Uploaded 27-01-2016 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
0.8937
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8296
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7783
Cross-validation details (10-fold Crossvalidation)
KB relative information score
243.6768
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0394
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1828
Cross-validation details (10-fold Crossvalidation)
Number of instances
336
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8314
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8423
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.8423
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2157
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1986
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6584
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.315
UserCPU time millis testing
0.006
UserCPU time millis training
0.309