Run
513331

Run 513331

Task 3799 (Supervised Classification) fri_c3_500_10 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
0.6435
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6472
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.288
Cross-validation details (10-fold Crossvalidation)
KB relative information score
144.0444
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.352
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4961
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.647
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.648
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9945
Cross-validation details (10-fold Crossvalidation)
Recall
0.648
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7095
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4981
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5933
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1912
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.241
UserCPU time millis testing
0.017
UserCPU time millis training
0.224