Run
518148

Run 518148

Task 3766 (Supervised Classification) fri_c2_1000_25 Uploaded 30-01-2016 by Rafael Gomes Mantovani
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Flow

classif.sda(5)Learner classif.sda from package(s) sda.
classif.sda(5)_seed1
classif.sda(5)_kindMersenne-Twister
classif.sda(5)_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
0.684
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6897
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3687
Cross-validation details (10-fold Crossvalidation)
KB relative information score
365.5698
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.31
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4921
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6894
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.69
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9886
Cross-validation details (10-fold Crossvalidation)
Recall
0.69
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.63
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.496
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5568
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1225
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.466
UserCPU time millis testing
0.007
UserCPU time millis training
0.459