Run
1851602

Run 1851602

Task 3492 (Supervised Classification) monks-problems-1 Uploaded 11-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.kknn.preproc(7)Learner mlr.classif.kknn.preproc from package(s) !kknn.
mlr.classif.kknn.preproc(7)_openml.seed1
mlr.classif.kknn.preproc(7)_openml.kindMersenne-Twister
mlr.classif.kknn.preproc(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.

17 Evaluation measures

Area under ROC curve
0.8478
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8117
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6295
Cross-validation details (10-fold Crossvalidation)
KB relative information score
260.617
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2821
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
556
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8367
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8147
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8147
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5641
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3717
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7434
Cross-validation details (10-fold Crossvalidation)