Run
522242

Run 522242

Task 9972 (Supervised Classification) kr-vs-k Uploaded 08-02-2016 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

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
0.6657
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3874
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3275
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10187.1103
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0676
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0995
Cross-validation details (10-fold Crossvalidation)
Number of instances
28056
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4151
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3919
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5053
Cross-validation details (10-fold Crossvalidation)
Recall
0.3919
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6789
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2231
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2599
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1653
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7749.672
UserCPU time millis testing
12.999
UserCPU time millis training
7736.673