Run
509086

Run 509086

Task 3828 (Supervised Classification) zoo Uploaded 27-01-2016 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
0.9878
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9901
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9794
Cross-validation details (10-fold Crossvalidation)
KB relative information score
98.7963
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0099
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4826
Cross-validation details (10-fold Crossvalidation)
Number of instances
101
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9903
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9901
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9753
Cross-validation details (10-fold Crossvalidation)
Recall
0.9901
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0205
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2026
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.246
UserCPU time millis testing
0.136
UserCPU time millis training
0.11