Run
513664

Run 513664

Task 3678 (Supervised Classification) fri_c3_1000_5 Uploaded 28-01-2016 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
0.641
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6495
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2851
Cross-validation details (10-fold Crossvalidation)
KB relative information score
287.8067
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.348
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
0.6493
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.652
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9886
Cross-validation details (10-fold Crossvalidation)
Recall
0.652
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7072
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.496
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5899
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1893
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.277
UserCPU time millis testing
0.018
UserCPU time millis training
0.259