Run
507866

Run 507866

Task 3818 (Supervised Classification) tae Uploaded 27-01-2016 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
0.5735
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6319
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1643
Cross-validation details (10-fold Crossvalidation)
KB relative information score
33.2815
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3377
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4522
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6349
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6623
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9308
Cross-validation details (10-fold Crossvalidation)
Recall
0.6623
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7469
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4752
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5812
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2231
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.935
UserCPU time millis testing
0.067
UserCPU time millis training
7.868