Run
8445190

Run 8445190

Task 145834 (Supervised Classification) banknote-authentication Uploaded 03-11-2017 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)_k21
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
0.9993
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9985
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.997
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1353.806
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0077
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
1372
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9985
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9985
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9985
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0156
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.049
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.0986
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1758.0362
UserCPU time millis
0.219
UserCPU time millis testing
0.215
UserCPU time millis training
0.004