Run
516413

Run 516413

Task 3759 (Supervised Classification) fri_c3_500_25 Uploaded 29-01-2016 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
0.6135
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.622
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2302
Cross-validation details (10-fold Crossvalidation)
KB relative information score
118.1323
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.374
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4928
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6223
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.626
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9897
Cross-validation details (10-fold Crossvalidation)
Recall
0.626
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7589
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6116
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.232
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.403
UserCPU time millis testing
0.017
UserCPU time millis training
0.386