OpenML
8286110

Run 8286110

Task 145834 (Supervised Classification) banknote-authentication Uploaded 28-10-2017 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)_k5
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
0.9987
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9978
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9956
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1366.81
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0018
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
0.9978
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9978
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9978
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0037
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0407
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.0819
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1233.0624
UserCPU time millis
0.356
UserCPU time millis testing
0.35
UserCPU time millis training
0.006