Run
509580

Run 509580

Task 3564 (Supervised Classification) analcatdata_germangss Uploaded 27-01-2016 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
0.5767
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3521
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1533
Cross-validation details (10-fold Crossvalidation)
KB relative information score
93.2902
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3175
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.375
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3642
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.365
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2
Cross-validation details (10-fold Crossvalidation)
Recall
0.365
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8467
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.433
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5635
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3013
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.911
UserCPU time millis testing
0.578
UserCPU time millis training
1.333