Run
522674

Run 522674

Task 9908 (Supervised Classification) autoUniv-au4-2500 Uploaded 09-02-2016 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
0.6068
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5528
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2143
Cross-validation details (10-fold Crossvalidation)
KB relative information score
623.5549
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2819
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3794
Cross-validation details (10-fold Crossvalidation)
Number of instances
2500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5337
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5772
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3187
Cross-validation details (10-fold Crossvalidation)
Recall
0.5772
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7429
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4355
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5309
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.219
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
22.08
UserCPU time millis testing
0.733
UserCPU time millis training
21.347