Run
517067

Run 517067

Task 53 (Supervised Classification) vehicle Uploaded 29-01-2016 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
0.8682
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7979
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7368
Cross-validation details (10-fold Crossvalidation)
KB relative information score
645.3053
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0987
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3748
Cross-validation details (10-fold Crossvalidation)
Number of instances
846
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7952
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8026
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.8026
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2633
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4329
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3142
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7257
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
43.477
UserCPU time millis testing
0.236
UserCPU time millis training
43.241