Run
518199

Run 518199

Task 3780 (Supervised Classification) fri_c1_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
0.6462
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6511
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2947
Cross-validation details (10-fold Crossvalidation)
KB relative information score
297.4591
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.347
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4958
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6514
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.653
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9939
Cross-validation details (10-fold Crossvalidation)
Recall
0.653
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6999
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4979
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5891
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1832
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
0.406
UserCPU time millis testing
0.01
UserCPU time millis training
0.396