Run
513943

Run 513943

Task 3619 (Supervised Classification) wisconsin Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.glmnet(1)Learner classif.glmnet from package(s) !glmnet.
classif.glmnet(1)_s0.01
classif.glmnet(1)_seed1
classif.glmnet(1)_kindMersenne-Twister
classif.glmnet(1)_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
0.6191
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6222
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2395
Cross-validation details (10-fold Crossvalidation)
KB relative information score
46.9047
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3763
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4974
Cross-validation details (10-fold Crossvalidation)
Number of instances
194
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6224
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6237
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9963
Cross-validation details (10-fold Crossvalidation)
Recall
0.6237
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7565
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4987
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6134
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2301
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.535
UserCPU time millis testing
0.228
UserCPU time millis training
3.307