Run
517396

Run 517396

Task 3603 (Supervised Classification) space_ga Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.multinom(5)Learner classif.multinom from package(s) nnet.
classif.multinom(5)_seed1
classif.multinom(5)_kindMersenne-Twister
classif.multinom(5)_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
0.8369
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.837
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6741
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2094.9054
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1629
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
3107
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8379
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8371
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8371
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3257
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4036
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8071
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.794
UserCPU time millis testing
0.055
UserCPU time millis training
0.739