Run
572095

Run 572095

Task 7592 (Supervised Classification) adult Uploaded 06-05-2016 by Rafael Gomes Mantovani
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Flow

classif.avNNet(11)Learner classif.avNNet from package(s) nnet.
classif.avNNet(11)_openml.seed1
classif.avNNet(11)_openml.kindMersenne-Twister
classif.avNNet(11)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.5044
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6623
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0134
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12977.6609
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2372
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3641
Cross-validation details (10-fold Crossvalidation)
Number of instances
48842
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8169
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7628
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10-fold Crossvalidation)
Recall
0.7628
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6515
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.487
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1415
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
173.106
UserCPU time millis testing
1.547
UserCPU time millis training
171.559