Run
573234

Run 573234

Task 3964 (Supervised Classification) OVA_Lung Uploaded 29-05-2016 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
0.9508
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9706
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7941
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1030.9539
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0463
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1503
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9712
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9722
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4095
Cross-validation details (10-fold Crossvalidation)
Recall
0.9722
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3084
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2737
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1521
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5556
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
56.547
UserCPU time millis testing
1.874
UserCPU time millis training
54.673