Run
521923

Run 521923

Task 3627 (Supervised Classification) cpu_act Uploaded 07-02-2016 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
0.7138
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.778
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4588
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3766.1669
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2128
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4219
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7785
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7872
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8842
Cross-validation details (10-fold Crossvalidation)
Recall
0.7872
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5043
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4613
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0043
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
312.567
UserCPU time millis testing
0.538
UserCPU time millis training
312.029