Run
573225

Run 573225

Task 3962 (Supervised Classification) OVA_Breast Uploaded 29-05-2016 by Rafael Gomes Mantovani
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Flow

classif.kknn(7)Learner classif.kknn from package(s) !kknn.
classif.kknn(7)_openml.seed1
classif.kknn(7)_openml.kindMersenne-Twister
classif.kknn(7)_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
0.9614
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9364
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8156
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1158.0213
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0827
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3464
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9362
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9366
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7656
Cross-validation details (10-fold Crossvalidation)
Recall
0.9366
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2387
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.416
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2207
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5304
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
546.565
UserCPU time millis testing
542.611
UserCPU time millis training
3.954