Run
573066

Run 573066

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

classif.hdrda(6)Learner classif.hdrda from package(s) sparsediscrim.
classif.hdrda(6)_openml.seed1
classif.hdrda(6)_openml.kindMersenne-Twister
classif.hdrda(6)_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
0.9631
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9668
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9282
Cross-validation details (10-fold Crossvalidation)
KB relative information score
501.7273
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0332
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
0.9667
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9668
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9474
Cross-validation details (10-fold Crossvalidation)
Recall
0.9668
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0716
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4815
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1822
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3785
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
139.751
UserCPU time millis testing
10.042
UserCPU time millis training
129.709