Run
1851965

Run 1851965

Task 9946 (Supervised Classification) wdbc Uploaded 12-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.cvglmnet.preproc(2)Learner mlr.classif.cvglmnet.preproc from package(s) glmnet.
mlr.classif.cvglmnet.preproc(2)_openml.seed1
mlr.classif.cvglmnet.preproc(2)_openml.kindMersenne-Twister
mlr.classif.cvglmnet.preproc(2)_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.

17 Evaluation measures

Area under ROC curve
0.9931
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.97
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9357
Cross-validation details (10-fold Crossvalidation)
KB relative information score
498.7339
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0647
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4676
Cross-validation details (10-fold Crossvalidation)
Number of instances
569
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9702
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9701
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.9701
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1383
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1552
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3209
Cross-validation details (10-fold Crossvalidation)