Run
516768

Run 516768

Task 9906 (Supervised Classification) autoUniv-au7-1100 Uploaded 29-01-2016 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
0.5721
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3239
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1488
Cross-validation details (10-fold Crossvalidation)
KB relative information score
258.3149
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2604
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3154
Cross-validation details (10-fold Crossvalidation)
Number of instances
1100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3516
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3491
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.281
Cross-validation details (10-fold Crossvalidation)
Recall
0.3491
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8255
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3971
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5103
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.285
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.434
UserCPU time millis testing
0.475
UserCPU time millis training
1.959