Run
513749

Run 513749

Task 3777 (Supervised Classification) balloon Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.plr(4)Learner classif.plr from package(s) stepPlr.
classif.plr(4)_seed1
classif.plr(4)_kindMersenne-Twister
classif.plr(4)_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
0.7284
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8224
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4965
Cross-validation details (10-fold Crossvalidation)
KB relative information score
957.6687
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1694
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3658
Cross-validation details (10-fold Crossvalidation)
Number of instances
2001
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8211
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8306
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7969
Cross-validation details (10-fold Crossvalidation)
Recall
0.8306
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4631
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4276
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4116
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9625
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.278
UserCPU time millis testing
0.02
UserCPU time millis training
0.258