Run
545824

Run 545824

Task 3779 (Supervised Classification) fri_c3_100_5 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
0.6794
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6873
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3632
Cross-validation details (10-fold Crossvalidation)
KB relative information score
36.7031
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.31
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4929
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6881
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.69
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.99
Cross-validation details (10-fold Crossvalidation)
Recall
0.69
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6289
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5568
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1217
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.878
UserCPU time millis testing
0.024
UserCPU time millis training
1.854