Run
572583

Run 572583

Task 9977 (Supervised Classification) nomao Uploaded 11-05-2016 by Rafael Gomes Mantovani
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Flow

classif.multinom(8)Learner classif.multinom from package(s) nnet.
classif.multinom(8)_openml.seed1
classif.multinom(8)_openml.kindMersenne-Twister
classif.multinom(8)_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
0.9369
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9493
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8757
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29827.9069
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0506
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9493
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9494
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9494
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1241
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.225
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4981
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
128.223
UserCPU time millis testing
0.701
UserCPU time millis training
127.522