Run
572397

Run 572397

Task 3521 (Supervised Classification) oh15.wc Uploaded 08-05-2016 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
0.8986
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8209
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7991
Cross-validation details (10-fold Crossvalidation)
KB relative information score
729.412
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0353
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1768
Cross-validation details (10-fold Crossvalidation)
Number of instances
913
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8289
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8237
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.2121
Cross-validation details (10-fold Crossvalidation)
Recall
0.8237
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1995
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2973
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1878
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6318
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
313.422
UserCPU time millis testing
0.244
UserCPU time millis training
313.178