Run
542859

Run 542859

Task 3736 (Supervised Classification) boston Uploaded 23-03-2016 by Random Bot
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Flow

classif.avNNet(7)Learner classif.avNNet from package(s) nnet.
classif.avNNet(7)_repeats43
classif.avNNet(7)_bagTRUE
classif.avNNet(7)_seed1
classif.avNNet(7)_kindMersenne-Twister
classif.avNNet(7)_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.

17 Evaluation measures

Area under ROC curve
0.8668
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.878
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7469
Cross-validation details (10-fold Crossvalidation)
KB relative information score
378.4564
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1206
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4849
Cross-validation details (10-fold Crossvalidation)
Number of instances
506
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8812
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8794
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9782
Cross-validation details (10-fold Crossvalidation)
Recall
0.8794
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2486
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4924
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3472
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7052
Cross-validation details (10-fold Crossvalidation)