Run
8272412

Run 8272412

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)_k30
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
0.7628
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7037
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.264
Cross-validation details (10-fold Crossvalidation)
KB relative information score
194.6739
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3352
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
0.7292
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.743
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.743
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7977
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4163
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9084
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1874.4489
UserCPU time millis
0.436
UserCPU time millis testing
0.43
UserCPU time millis training
0.006