Run
8286767

Run 8286767

Task 145854 (Supervised Classification) nomao 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)_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
0.9884
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9551
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8898
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28889.5254
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0666
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
0.955
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9551
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9551
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1633
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1823
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4036
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1040.562
UserCPU time millis
511.844
UserCPU time millis testing
510.946
UserCPU time millis training
0.898