Run
514632

Run 514632

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

classif.nnet(3)Learner classif.nnet from package(s) nnet.
classif.nnet(3)_size3
classif.nnet(3)_seed1
classif.nnet(3)_kindMersenne-Twister
classif.nnet(3)_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
0.5732
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5809
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1611
Cross-validation details (10-fold Crossvalidation)
KB relative information score
115.1905
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3696
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
0.6326
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6304
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9782
Cross-validation details (10-fold Crossvalidation)
Recall
0.6304
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7621
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4924
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6079
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2347
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.432
UserCPU time millis testing
0.09
UserCPU time millis training
0.342