Run
523245

Run 523245

Task 3686 (Supervised Classification) house_16H Uploaded 10-02-2016 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
0.5256
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6185
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0696
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5965.2643
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2859
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4168
Cross-validation details (10-fold Crossvalidation)
Number of instances
22784
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7054
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7141
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8764
Cross-validation details (10-fold Crossvalidation)
Recall
0.7141
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.686
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4565
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5347
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1713
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
184.492
UserCPU time millis testing
1.874
UserCPU time millis training
182.618