Run
8498449

Run 8498449

Task 145854 (Supervised Classification) nomao 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)_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
0.9885
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9548
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.889
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28843.7655
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0673
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9547
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9548
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9548
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1648
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1827
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4044
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1832.884
UserCPU time millis
243.711
UserCPU time millis testing
243.233
UserCPU time millis training
0.478