Run
522830

Run 522830

Task 3698 (Supervised Classification) bank32nh Uploaded 09-02-2016 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
0.7639
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8138
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5557
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4508.908
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1807
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4281
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8145
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8193
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8937
Cross-validation details (10-fold Crossvalidation)
Recall
0.8193
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.422
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4627
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.425
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9187
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
18.16
UserCPU time millis testing
0.333
UserCPU time millis training
17.827