Run
515123

Run 515123

Task 3690 (Supervised Classification) boston_corrected 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
0.5576
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5179
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1262
Cross-validation details (10-fold Crossvalidation)
KB relative information score
99.8296
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3933
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.493
Cross-validation details (10-fold Crossvalidation)
Number of instances
506
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6826
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6067
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9899
Cross-validation details (10-fold Crossvalidation)
Recall
0.6067
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7977
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4965
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6271
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2632
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.736
UserCPU time millis testing
0.107
UserCPU time millis training
0.629