Run
505199

Run 505199

Task 3602 (Supervised Classification) visualizing_environmental Uploaded 11-01-2016 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
0.7463
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7024
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4076
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27.7638
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3858
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499
Cross-validation details (10-fold Crossvalidation)
Number of instances
111
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7076
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7027
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.7027
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7731
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4467
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8943
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
0.125
UserCPU time millis testing
0.069
UserCPU time millis training
0.056