Run
516285

Run 516285

Task 3703 (Supervised Classification) fri_c4_500_25 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
0.6719
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6804
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3466
Cross-validation details (10-fold Crossvalidation)
KB relative information score
173.3619
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.318
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4908
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.68
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.682
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9867
Cross-validation details (10-fold Crossvalidation)
Recall
0.682
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6479
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4954
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5639
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1384
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.398
UserCPU time millis testing
0.075
UserCPU time millis training
0.323