Run
8498592

Run 8498592

Task 145872 (Supervised Classification) steel-plates-fault Uploaded 07-11-2017 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)_k20
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
0.9969
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.984
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9648
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1771.7049
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0447
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4531
Cross-validation details (10-fold Crossvalidation)
Number of instances
1941
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9841
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.984
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.984
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0988
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1231
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2587
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1873.9387
UserCPU time millis
0.585
UserCPU time millis testing
0.574
UserCPU time millis training
0.011