Run
571890

Run 571890

Task 24 (Supervised Classification) mushroom Uploaded 05-05-2016 by Rafael Gomes Mantovani
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Flow

classif.glmnet(5)Learner classif.glmnet from package(s) glmnet.
classif.glmnet(5)_openml.seed1
classif.glmnet(5)_openml.kindMersenne-Twister
classif.glmnet(5)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.9969
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.997
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9941
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8075.9067
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.003
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4994
Cross-validation details (10-fold Crossvalidation)
Number of instances
8124
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9971
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.997
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.997
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0059
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0544
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1088
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
9.966
UserCPU time millis testing
0.615
UserCPU time millis training
9.351