OpenML
8288401

Run 8288401

Task 146066 (Supervised Classification) monks-problems-3 Uploaded 28-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.kknn(10)Learner mlr.classif.kknn from package(s) !kknn.
mlr.classif.kknn(10)_k23
mlr.classif.kknn(10)_openml.seed1
mlr.classif.kknn(10)_openml.kindMersenne-Twister
mlr.classif.kknn(10)_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.

21 Evaluation measures

Area under ROC curve
0.9726
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
268.1022
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.289
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
0.5789
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3188
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.638
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1842.3616
UserCPU time millis
0.274
UserCPU time millis testing
0.119
UserCPU time millis training
0.155