Run
516977

Run 516977

Task 3496 (Supervised Classification) SPECTF Uploaded 29-01-2016 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
0.8094
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.832
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5878
Cross-validation details (10-fold Crossvalidation)
KB relative information score
182.9901
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1719
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3968
Cross-validation details (10-fold Crossvalidation)
Number of instances
349
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8395
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8281
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8464
Cross-validation details (10-fold Crossvalidation)
Recall
0.8281
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4333
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4451
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4146
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9316
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
34.327
UserCPU time millis testing
0.133
UserCPU time millis training
34.194