Run
8499749

Run 8499749

Task 9889 (Supervised Classification) wilt 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)_k14
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
0.9435
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9601
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5495
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1606.3418
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0452
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9666
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9667
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9667
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.442
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.158
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6997
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1803.2009
UserCPU time millis
0.844
UserCPU time millis testing
0.817
UserCPU time millis training
0.027