Run
8500405

Run 8500405

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)_k28
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
0.7251
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6397
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1794
Cross-validation details (10-fold Crossvalidation)
KB relative information score
79.1736
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3835
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
0.6418
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6672
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.6672
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8509
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4385
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9238
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1879.7115
UserCPU time millis
0.107
UserCPU time millis testing
0.102
UserCPU time millis training
0.005