Run
520532

Run 520532

Task 3684 (Supervised Classification) delta_elevators Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.nnet(5)Learner classif.nnet from package(s) nnet.
classif.nnet(5)_size3
classif.nnet(5)_seed1
classif.nnet(5)_kindMersenne-Twister
classif.nnet(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
0.8813
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8812
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7626
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7256.8988
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1187
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
9517
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8817
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8813
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8813
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2375
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3446
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6892
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.629
UserCPU time millis testing
0.18
UserCPU time millis training
6.449