Run
8287559

Run 8287559

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)_k13
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
0.9464
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8886
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7288
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3291.3631
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1626
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
0.8883
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8899
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8899
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3922
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2855
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.627
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1685.822
UserCPU time millis
0.751
UserCPU time millis testing
0.742
UserCPU time millis training
0.009