Run
513024

Run 513024

Task 3795 (Supervised Classification) fri_c4_100_50 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
0.5398
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5479
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0801
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8.1357
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.45
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
0.5468
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.55
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.99
Cross-validation details (10-fold Crossvalidation)
Recall
0.55
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9129
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6708
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3514
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
21.161
UserCPU time millis testing
0.149
UserCPU time millis training
21.012