Run
580805

Run 580805

Task 3647 (Supervised Classification) rabe_266 Uploaded 06-06-2016 by Rafael Gomes Mantovani
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Flow

mlr.classif.kknn.preproc.preproc(6)Learner mlr.classif.kknn.preproc.preproc from package(s) !kknn.
mlr.classif.kknn.preproc.preproc(6)_k13
mlr.classif.kknn.preproc.preproc(6)_openml.seed1
mlr.classif.kknn.preproc.preproc(6)_openml.kindMersenne-Twister
mlr.classif.kknn.preproc.preproc(6)_openml.normal.kindInversion

Result files

rds
BenchmarkResult

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
0.9968
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9499
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8996
Cross-validation details (10-fold Crossvalidation)
KB relative information score
98.704
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0981
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4988
Cross-validation details (10-fold Crossvalidation)
Number of instances
120
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9504
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.95
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9983
Cross-validation details (10-fold Crossvalidation)
Recall
0.95
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1967
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4994
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1876
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3756
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.155
UserCPU time millis testing
0.056
UserCPU time millis training
0.099