Run
514559

Run 514559

Task 3797 (Supervised Classification) socmob 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
0.9144
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9388
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8231
Cross-validation details (10-fold Crossvalidation)
KB relative information score
919.1108
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0614
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3451
Cross-validation details (10-fold Crossvalidation)
Number of instances
1156
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9391
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9386
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7637
Cross-validation details (10-fold Crossvalidation)
Recall
0.9386
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.178
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4152
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2478
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5969
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.809
UserCPU time millis testing
0.088
UserCPU time millis training
1.721