OpenML
2249140

Run 2249140

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)_k15
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
0.5876
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5572
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1215
Cross-validation details (10-fold Crossvalidation)
KB relative information score
167.3581
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.472
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
0.5628
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5608
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5608
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9441
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5072
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0143
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1849.3014
UserCPU time millis
19.149
UserCPU time millis testing
19.031
UserCPU time millis training
0.118