Run
518604

Run 518604

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

classif.probit(3)Learner classif.probit from package(s) stats.
classif.probit(3)_seed1
classif.probit(3)_kindMersenne-Twister
classif.probit(3)_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
0.6657
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7393
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3541
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1881.7969
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2507
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
0.7363
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7493
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7493
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6046
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5007
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0997
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.94
UserCPU time millis testing
0.023
UserCPU time millis training
0.917