Run
518363

Run 518363

Task 9889 (Supervised Classification) wilt 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
0.7972
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9667
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6574
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2666.3268
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0316
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.966
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9684
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9684
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3093
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1778
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7872
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.869
UserCPU time millis testing
0.031
UserCPU time millis training
0.838