Run
517347

Run 517347

Task 9909 (Supervised Classification) autoUniv-au1-1000 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
0.5355
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6732
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0928
Cross-validation details (10-fold Crossvalidation)
KB relative information score
232.7429
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.266
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3841
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6767
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.734
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.826
Cross-validation details (10-fold Crossvalidation)
Recall
0.734
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6926
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5158
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1773
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.528
UserCPU time millis testing
0.082
UserCPU time millis training
0.446