Run
518514

Run 518514

Task 9904 (Supervised Classification) autoUniv-au6-750 Uploaded 30-01-2016 by Rafael Gomes Mantovani
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Flow

classif.rda(4)Learner classif.rda from package(s) klaR.
classif.rda(4)_estimate.errorFALSE
classif.rda(4)_seed1
classif.rda(4)_kindMersenne-Twister
classif.rda(4)_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
0.5097
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1331
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0197
Cross-validation details (10-fold Crossvalidation)
KB relative information score
92.4973
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1937
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2137
Cross-validation details (10-fold Crossvalidation)
Number of instances
750
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.0945
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2253
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8958
Cross-validation details (10-fold Crossvalidation)
Recall
0.2253
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9061
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3269
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4401
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3463
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
154.346
UserCPU time millis testing
0.385
UserCPU time millis training
153.961