Run
522932

Run 522932

Task 3711 (Supervised Classification) elevators Uploaded 09-02-2016 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
0.7103
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7799
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4666
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8087.093
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2054
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4271
Cross-validation details (10-fold Crossvalidation)
Number of instances
16599
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.79
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7946
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8921
Cross-validation details (10-fold Crossvalidation)
Recall
0.7946
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4809
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4621
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4532
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9807
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
24.983
UserCPU time millis testing
0.064
UserCPU time millis training
24.919