Run
571850

Run 571850

Task 14967 (Supervised Classification) cjs Uploaded 05-05-2016 by Rafael G. Mantovani
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Flow

classif.nnet(7)Learner classif.nnet from package(s) nnet.
classif.nnet(7)_openml.seed1
classif.nnet(7)_openml.kindMersenne-Twister
classif.nnet(7)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8703
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7878
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7417
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2098.9756
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0699
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2729
Cross-validation details (10-fold Crossvalidation)
Number of instances
2796
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8014
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7904
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.7904
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.256
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3694
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2643
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7156
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
11.471
UserCPU time millis testing
0.082
UserCPU time millis training
11.389