Run
8281179

Run 8281179

Task 145972 (Supervised Classification) credit-g Uploaded 27-10-2017 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)_k1
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
0.5843
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6591
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1749
Cross-validation details (10-fold Crossvalidation)
KB relative information score
147.0249
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.334
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6541
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.666
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.666
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7949
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5779
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2611
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1824.8011
UserCPU time millis
0.401
UserCPU time millis testing
0.394
UserCPU time millis training
0.007