Run
8286494

Run 8286494

Task 145857 (Supervised Classification) phoneme Uploaded 28-10-2017 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)_k23
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
0.9412
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8776
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7024
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3039.7505
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1821
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
0.8772
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8788
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8788
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4391
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2963
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6507
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1740.3324
UserCPU time millis
0.811
UserCPU time millis testing
0.802
UserCPU time millis training
0.009