Run
516709

Run 516709

Task 18 (Supervised Classification) mfeat-morphological 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
0.7378
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5108
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4756
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1012.8049
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0944
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5133
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.528
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.528
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5244
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3072
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0242
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
251.887
UserCPU time millis testing
0.805
UserCPU time millis training
251.082