Run
522092

Run 522092

Task 3688 (Supervised Classification) houses Uploaded 07-02-2016 by Rafael Gomes Mantovani
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Flow

classif.rda(7)Learner classif.rda from package(s) klaR.
classif.rda(7)_estimate.errorFALSE
classif.rda(7)_seed1
classif.rda(7)_kindMersenne-Twister
classif.rda(7)_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
0.5798
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5775
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1719
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4638.6043
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3773
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4907
Cross-validation details (10-fold Crossvalidation)
Number of instances
20640
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6331
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6227
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9866
Cross-validation details (10-fold Crossvalidation)
Recall
0.6227
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7689
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4953
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6143
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2401
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
438.232
UserCPU time millis testing
1.036
UserCPU time millis training
437.196