Run
8498780

Run 8498780

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 07-11-2017 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)_k8
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
0.8608
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7941
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5442
Cross-validation details (10-fold Crossvalidation)
KB relative information score
231.5525
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2827
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4507
Cross-validation details (10-fold Crossvalidation)
Number of instances
601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7947
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7937
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.7937
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6273
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8077
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1864.9656
UserCPU time millis
0.104
UserCPU time millis testing
0.101
UserCPU time millis training
0.003