Run
519844

Run 519844

Task 3662 (Supervised Classification) fri_c4_1000_50 Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.glmnet(3)Learner classif.glmnet from package(s) !glmnet.
classif.glmnet(3)_s0.01
classif.glmnet(3)_seed1
classif.glmnet(3)_kindMersenne-Twister
classif.glmnet(3)_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
0.6361
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6429
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2737
Cross-validation details (10-fold Crossvalidation)
KB relative information score
272.9991
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.356
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4928
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6424
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.644
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9896
Cross-validation details (10-fold Crossvalidation)
Recall
0.644
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7224
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5967
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.202
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.417
UserCPU time millis testing
0.116
UserCPU time millis training
1.301