Run
516928

Run 516928

Task 3920 (Supervised Classification) mw1 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
0.711
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8535
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2512
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-287.2135
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1787
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1438
Cross-validation details (10-fold Crossvalidation)
Number of instances
403
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9042
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8213
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3987
Cross-validation details (10-fold Crossvalidation)
Recall
0.8213
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.2426
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2665
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4227
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.5862
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.352
UserCPU time millis testing
0.015
UserCPU time millis training
0.337