Run
595330

Run 595330

Task 52950 (Supervised Classification) higgs Uploaded 22-06-2016 by Rafael Gomes Mantovani
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Flow

mlr.classif.kknn.preproc.preproc(8)Learner mlr.classif.kknn.preproc.preproc from package(s) !kknn.
mlr.classif.kknn.preproc.preproc(8)_openml.seed1
mlr.classif.kknn.preproc.preproc(8)_openml.kindMersenne-Twister
mlr.classif.kknn.preproc.preproc(8)_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
0.6595
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6141
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.225
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17028.4278
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4166
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4984
Cross-validation details (10-fold Crossvalidation)
Number of instances
98050
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6144
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6154
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9976
Cross-validation details (10-fold Crossvalidation)
Recall
0.6154
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.836
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5033
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0082
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
406.335
UserCPU time millis testing
355.487
UserCPU time millis training
50.848