Run
572647

Run 572647

Task 3481 (Supervised Classification) isolet Uploaded 11-05-2016 by Rafael Gomes Mantovani
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Flow

classif.LiblineaRL2LogReg(7)Learner classif.LiblineaRL2LogReg from package(s) LiblineaR.
classif.LiblineaRL2LogReg(7)_openml.seed1
classif.LiblineaRL2LogReg(7)_openml.kindMersenne-Twister
classif.LiblineaRL2LogReg(7)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.9791
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9599
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9583
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7480.2203
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0031
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
7797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.96
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9599
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7004
Cross-validation details (10-fold Crossvalidation)
Recall
0.9599
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0417
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0556
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.289
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
507.678
UserCPU time millis testing
0.371
UserCPU time millis training
507.307