Run
8500414

Run 8500414

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 08-11-2017 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)_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
0.7516
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6751
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2617
Cross-validation details (10-fold Crossvalidation)
KB relative information score
96.5719
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.373
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
0.6744
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6905
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.6905
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8276
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.91
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1786.7294
UserCPU time millis
0.101
UserCPU time millis testing
0.096
UserCPU time millis training
0.005