Run
523058

Run 523058

Task 3840 (Supervised Classification) letter Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.probit(5)Learner classif.probit from package(s) stats.
classif.probit(5)_seed1
classif.probit(5)_kindMersenne-Twister
classif.probit(5)_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
0.7282
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9709
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5826
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10261.9695
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0255
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.078
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.972
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9745
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2455
Cross-validation details (10-fold Crossvalidation)
Recall
0.9745
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3268
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1597
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8086
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.36
UserCPU time millis testing
0.049
UserCPU time millis training
7.311