Run
520455

Run 520455

Task 3884 (Supervised Classification) page-blocks Uploaded 05-02-2016 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
0.6069
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8931
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3194
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2160.524
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0837
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1838
Cross-validation details (10-fold Crossvalidation)
Number of instances
5473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9118
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9163
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4768
Cross-validation details (10-fold Crossvalidation)
Recall
0.9163
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4553
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2893
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9545
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.022
UserCPU time millis testing
0.02
UserCPU time millis training
2.002