Run
571539

Run 571539

Task 41 (Supervised Classification) soybean Uploaded 04-05-2016 by Rafael Gomes Mantovani
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Flow

classif.avNNet(10)Learner classif.avNNet from package(s) nnet.
classif.avNNet(10)_openml.seed1
classif.avNNet(10)_openml.kindMersenne-Twister
classif.avNNet(10)_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
0.9422
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.895
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8873
Cross-validation details (10-fold Crossvalidation)
KB relative information score
605.3492
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0108
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0961
Cross-validation details (10-fold Crossvalidation)
Number of instances
683
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9025
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8975
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.8975
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1122
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1039
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.474
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
35.155
UserCPU time millis testing
1.645
UserCPU time millis training
33.51