Run
518582

Run 518582

Task 9952 (Supervised Classification) phoneme Uploaded 30-01-2016 by Rafael Gomes Mantovani
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Flow

classif.kknn(2)Learner classif.kknn from package(s) !kknn.
classif.kknn(2)_seed1
classif.kknn(2)_kindMersenne-Twister
classif.kknn(2)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8684
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8984
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7526
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3992.1604
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1005
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
0.8982
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8995
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8995
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2423
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.317
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6961
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.831
UserCPU time millis testing
0.821
UserCPU time millis training
0.01