Run
523749

Run 523749

Task 145 (Supervised Classification) BNG(cmc,nominal,55296) 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
0.6028
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4935
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2089
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15406.2137
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.333
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4309
Cross-validation details (10-fold Crossvalidation)
Number of instances
55296
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4993
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5005
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5394
Cross-validation details (10-fold Crossvalidation)
Recall
0.5005
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7728
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4642
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.577
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2432
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
121.2
UserCPU time millis testing
1.766
UserCPU time millis training
119.434