Run
523237

Run 523237

Task 3686 (Supervised Classification) house_16H Uploaded 10-02-2016 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
0.7925
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8328
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5954
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13039.5261
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1656
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4168
Cross-validation details (10-fold Crossvalidation)
Number of instances
22784
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8319
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8344
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8764
Cross-validation details (10-fold Crossvalidation)
Recall
0.8344
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3974
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4565
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.407
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8916
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
21.789
UserCPU time millis testing
0.352
UserCPU time millis training
21.437