OpenML
2249254

Run 2249254

Task 145853 (Supervised Classification) madelon Uploaded 18-05-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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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
0.5947
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5642
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1377
Cross-validation details (10-fold Crossvalidation)
KB relative information score
162.6453
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4734
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5719
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5688
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5688
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9468
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5008
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0016
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1853.9121
UserCPU time millis
16.087
UserCPU time millis testing
15.973
UserCPU time millis training
0.114