Run
1847876

Run 1847876

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)_k25
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
0.9734
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9331
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.866
Cross-validation details (10-fold Crossvalidation)
KB relative information score
261.6546
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.295
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
0.9338
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9332
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.9332
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.591
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3228
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6461
Cross-validation details (10-fold Crossvalidation)