Run
517494

Run 517494

Task 3918 (Supervised Classification) pc1 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
0.5392
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9042
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1191
Cross-validation details (10-fold Crossvalidation)
KB relative information score
209.0812
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0748
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1299
Cross-validation details (10-fold Crossvalidation)
Number of instances
1109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8951
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9252
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3667
Cross-validation details (10-fold Crossvalidation)
Recall
0.9252
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5762
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2542
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2736
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0763
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.03
UserCPU time millis testing
0.067
UserCPU time millis training
0.963