Run
520589

Run 520589

Task 3591 (Supervised Classification) bank8FM Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.plr(6)Learner classif.plr from package(s) stepPlr.
classif.plr(6)_seed1
classif.plr(6)_kindMersenne-Twister
classif.plr(6)_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
0.9388
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9421
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8796
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7191.1032
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0579
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
0.9421
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9421
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9731
Cross-validation details (10-fold Crossvalidation)
Recall
0.9421
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1202
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4906
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2405
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4903
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.853
UserCPU time millis testing
0.035
UserCPU time millis training
4.818