Run
516796

Run 516796

Task 23 (Supervised Classification) cmc Uploaded 29-01-2016 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
0.6128
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5021
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2255
Cross-validation details (10-fold Crossvalidation)
KB relative information score
426.2326
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3286
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4308
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5012
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5071
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.5071
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7627
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5732
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2351
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.156
UserCPU time millis testing
0.118
UserCPU time millis training
1.038