Run
518722

Run 518722

Task 2867 (Supervised Classification) anneal Uploaded 30-01-2016 by Rafael Gomes Mantovani
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Flow

classif.multinom(5)Learner classif.multinom from package(s) nnet.
classif.multinom(5)_seed1
classif.multinom(5)_kindMersenne-Twister
classif.multinom(5)_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
0.991
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9867
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9671
Cross-validation details (10-fold Crossvalidation)
KB relative information score
847.9352
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0045
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9876
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9866
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.9866
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0332
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0667
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2585
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.604
UserCPU time millis testing
0.148
UserCPU time millis training
2.456