Run
510899

Run 510899

Task 3763 (Supervised Classification) chscase_census6 Uploaded 27-01-2016 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
0.5147
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5044
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.033
Cross-validation details (10-fold Crossvalidation)
KB relative information score
50.8169
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4175
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4848
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5467
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5825
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.978
Cross-validation details (10-fold Crossvalidation)
Recall
0.5825
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8612
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6461
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3125
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
0.255
UserCPU time millis testing
0.033
UserCPU time millis training
0.222