Run
545829

Run 545829

Task 3654 (Supervised Classification) fri_c1_100_10 Uploaded 01-04-2016 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

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.6682
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6698
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3368
Cross-validation details (10-fold Crossvalidation)
KB relative information score
33.6593
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.33
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4982
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6697
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.67
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9975
Cross-validation details (10-fold Crossvalidation)
Recall
0.67
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6623
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4991
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5745
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.151
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.594
UserCPU time millis testing
0.029
UserCPU time millis training
1.565