Run
520533

Run 520533

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

classif.nnTrain(5)Learner classif.nnTrain from package(s) deepnet.
classif.nnTrain(5)_outputsoftmax
classif.nnTrain(5)_seed1
classif.nnTrain(5)_kindMersenne-Twister
classif.nnTrain(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
0.8173
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8173
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6346
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6038.8444
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1827
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
0.8174
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8173
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8173
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3655
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4275
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8549
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.991
UserCPU time millis testing
0.027
UserCPU time millis training
1.964