Run
514879

Run 514879

Task 3706 (Supervised Classification) stock 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
0.8092
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8099
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6198
Cross-validation details (10-fold Crossvalidation)
KB relative information score
589.6102
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1895
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4996
Cross-validation details (10-fold Crossvalidation)
Number of instances
950
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8125
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8105
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9995
Cross-validation details (10-fold Crossvalidation)
Recall
0.8105
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3792
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4998
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4353
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8709
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.31
UserCPU time millis testing
0.016
UserCPU time millis training
0.294