Run
522116

Run 522116

Task 32 (Supervised Classification) pendigits Uploaded 07-02-2016 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
0.9563
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.921
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9124
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10084.5364
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0158
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9212
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9212
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (10-fold Crossvalidation)
Recall
0.9212
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0876
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1255
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4185
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8.964
UserCPU time millis testing
0.015
UserCPU time millis training
8.949