Run
573085

Run 573085

Task 3999 (Supervised Classification) AP_Breast_Ovary Uploaded 26-05-2016 by Rafael Gomes Mantovani
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Flow

classif.svm(10)Learner classif.svm from package(s) e1071.
classif.svm(10)_openml.seed1
classif.svm(10)_openml.kindMersenne-Twister
classif.svm(10)_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
0.9422
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9482
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8881
Cross-validation details (10-fold Crossvalidation)
KB relative information score
479.4785
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0517
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
0.9482
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9483
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9474
Cross-validation details (10-fold Crossvalidation)
Recall
0.9483
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1114
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4815
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2273
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.472
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
496.19
UserCPU time millis testing
91.78
UserCPU time millis training
404.41