Run
8499025

Run 8499025

Task 145857 (Supervised Classification) phoneme Uploaded 07-11-2017 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)_k14
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
0.9459
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8879
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7269
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3258.485
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1652
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4147
Cross-validation details (10-fold Crossvalidation)
Number of instances
5404
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8876
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8892
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8892
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3983
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2868
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6298
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1855.0232
UserCPU time millis
0.721
UserCPU time millis testing
0.713
UserCPU time millis training
0.008