Run
518043

Run 518043

Task 3589 (Supervised Classification) fri_c4_1000_25 Uploaded 30-01-2016 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
0.6822
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6835
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3629
Cross-validation details (10-fold Crossvalidation)
KB relative information score
357.8492
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.317
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4956
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6846
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.683
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9936
Cross-validation details (10-fold Crossvalidation)
Recall
0.683
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6396
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4978
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.563
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1311
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
26.265
UserCPU time millis testing
0.095
UserCPU time millis training
26.17