Run
515097

Run 515097

Task 3019 (Supervised Classification) Australian Uploaded 28-01-2016 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
0.8611
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8598
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7173
Cross-validation details (10-fold Crossvalidation)
KB relative information score
492.5454
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1406
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8617
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8594
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8594
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2846
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3749
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7545
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.685
UserCPU time millis testing
0.058
UserCPU time millis training
0.627