Run
545747

Run 545747

Task 3742 (Supervised Classification) fri_c4_100_10 Uploaded 01-04-2016 by Rafael Gomes Mantovani
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Flow

classif.glmnet(3)Learner classif.glmnet from package(s) !glmnet.
classif.glmnet(3)_seed1
classif.glmnet(3)_kindMersenne-Twister
classif.glmnet(3)_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
0.6493
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6502
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2983
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29.6393
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.35
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4982
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6505
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.65
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9975
Cross-validation details (10-fold Crossvalidation)
Recall
0.65
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7025
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4991
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5916
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1854
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.181
UserCPU time millis testing
0.087
UserCPU time millis training
0.094