Run
520592

Run 520592

Task 3591 (Supervised Classification) bank8FM Uploaded 05-02-2016 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
0.9393
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9424
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8804
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7197.4373
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0575
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4815
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9424
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9425
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9731
Cross-validation details (10-fold Crossvalidation)
Recall
0.9425
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1194
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4906
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2398
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4887
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.279
UserCPU time millis testing
0.043
UserCPU time millis training
3.236