Run
523771

Run 523771

Task 2146 (Supervised Classification) BNG(cmc) Uploaded 11-02-2016 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
0.6203
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5165
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2456
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17211.271
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3185
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4307
Cross-validation details (10-fold Crossvalidation)
Number of instances
55296
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5183
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5222
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5387
Cross-validation details (10-fold Crossvalidation)
Recall
0.5222
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7395
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5644
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2161
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
97.222
UserCPU time millis testing
0.99
UserCPU time millis training
96.232