Run
515096

Run 515096

Task 3019 (Supervised Classification) Australian 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
0.8601
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8597
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7168
Cross-validation details (10-fold Crossvalidation)
KB relative information score
492.5454
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1406
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8608
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8594
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8594
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2846
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3749
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7545
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.209
UserCPU time millis testing
0.032
UserCPU time millis training
4.177