Run
514612

Run 514612

Task 3736 (Supervised Classification) boston Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.avNNet(5)Learner classif.avNNet from package(s) nnet.
classif.avNNet(5)_size3
classif.avNNet(5)_seed1
classif.avNNet(5)_kindMersenne-Twister
classif.avNNet(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
0.7799
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7973
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5787
Cross-validation details (10-fold Crossvalidation)
KB relative information score
296.9694
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1976
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
0.8067
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8024
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9782
Cross-validation details (10-fold Crossvalidation)
Recall
0.8024
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4075
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4924
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4446
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9029
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.901
UserCPU time millis testing
0.411
UserCPU time millis training
2.49