Run
515742

Run 515742

Task 3854 (Supervised Classification) car Uploaded 28-01-2016 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
0.9571
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9515
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8864
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1510.2856
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0492
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4199
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9545
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9508
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8813
Cross-validation details (10-fold Crossvalidation)
Recall
0.9508
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1171
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4582
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2218
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4841
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
88.215
UserCPU time millis testing
0.234
UserCPU time millis training
87.981