Run
1847874

Run 1847874

Task 3494 (Supervised Classification) monks-problems-3 Uploaded 01-03-2017 by Janek Thomas
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Flow

mlr.classif.kknn(9)Learner mlr.classif.kknn from package(s) !kknn.
mlr.classif.kknn(9)_k1
mlr.classif.kknn(9)_openml.seed1
mlr.classif.kknn(9)_openml.kindMersenne-Twister
mlr.classif.kknn(9)_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
0.709
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7075
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4164
Cross-validation details (10-fold Crossvalidation)
KB relative information score
229.2624
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2924
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4992
Cross-validation details (10-fold Crossvalidation)
Number of instances
554
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7105
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7076
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.7076
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5858
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5408
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0824
Cross-validation details (10-fold Crossvalidation)