Run
523065

Run 523065

Task 3840 (Supervised Classification) letter Uploaded 10-02-2016 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
0.9312
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.991
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8831
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16590.1302
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0089
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.078
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9909
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9911
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2455
Cross-validation details (10-fold Crossvalidation)
Recall
0.9911
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.114
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0943
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4777
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
154.051
UserCPU time millis testing
1.095
UserCPU time millis training
152.956