Run
8524009

Run 8524009

Task 145854 (Supervised Classification) nomao Uploaded 10-11-2017 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)_k24
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
0.9886
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.954
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8871
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28714.7115
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.069
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
0.9539
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.954
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.954
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.169
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1837
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4066
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1973.5194
UserCPU time millis
246.892
UserCPU time millis testing
246.424
UserCPU time millis training
0.468