Run
572834

Run 572834

Task 3999 (Supervised Classification) AP_Breast_Ovary Uploaded 12-05-2016 by Rafael Gomes Mantovani
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Flow

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

20 Evaluation measures

Area under ROC curve
0.9606
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9649
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9242
Cross-validation details (10-fold Crossvalidation)
KB relative information score
499.5024
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0351
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4639
Cross-validation details (10-fold Crossvalidation)
Number of instances
542
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9649
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9649
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9474
Cross-validation details (10-fold Crossvalidation)
Recall
0.9649
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0756
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4815
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1872
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3888
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
161.347
UserCPU time millis testing
1.056
UserCPU time millis training
160.291