Run
8275164

Run 8275164

Task 146066 (Supervised Classification) monks-problems-3 Uploaded 27-10-2017 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)_k9
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
0.8604
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.807
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6144
Cross-validation details (10-fold Crossvalidation)
KB relative information score
223.8061
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.315
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
0.8148
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8087
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.8087
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6311
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.384
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7686
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1095.1414
UserCPU time millis
0.321
UserCPU time millis testing
0.146
UserCPU time millis training
0.175