Run
517515

Run 517515

Task 3918 (Supervised Classification) pc1 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
0.609
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8718
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1617
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-639.152
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1461
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1299
Cross-validation details (10-fold Crossvalidation)
Number of instances
1109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8937
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8539
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3667
Cross-validation details (10-fold Crossvalidation)
Recall
0.8539
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.1246
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2542
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3822
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.5036
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.925
UserCPU time millis testing
0.016
UserCPU time millis training
0.909