Run
571964

Run 571964

Task 3904 (Supervised Classification) jm1 Uploaded 06-05-2016 by Rafael Gomes Mantovani
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Flow

classif.sda(8)Learner classif.sda from package(s) sda.
classif.sda(8)_openml.seed1
classif.sda(8)_openml.kindMersenne-Twister
classif.sda(8)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.5965
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7669
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2157
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1874.221
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2189
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3121
Cross-validation details (10-fold Crossvalidation)
Number of instances
10885
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7578
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7811
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7088
Cross-validation details (10-fold Crossvalidation)
Recall
0.7811
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7014
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.395
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4679
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1845
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.669
UserCPU time millis testing
0.017
UserCPU time millis training
1.652