Run
523945

Run 523945

Task 3588 (Supervised Classification) pol Uploaded 11-02-2016 by Rafael Gomes Mantovani
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Flow

classif.sda(7)Learner classif.sda from package(s) sda.
classif.sda(7)_seed1
classif.sda(7)_kindMersenne-Twister
classif.sda(7)_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
0.8631
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8728
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.717
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10490.8089
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1279
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4463
Cross-validation details (10-fold Crossvalidation)
Number of instances
15000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8742
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8721
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.921
Cross-validation details (10-fold Crossvalidation)
Recall
0.8721
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2867
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4724
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3577
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7572
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.952
UserCPU time millis testing
0.026
UserCPU time millis training
5.926