Run
523185

Run 523185

Task 3907 (Supervised Classification) mc1 Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.multinom(6)Learner classif.multinom from package(s) nnet.
classif.multinom(6)_seed1
classif.multinom(6)_kindMersenne-Twister
classif.multinom(6)_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
0.6391
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9924
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3851
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2496.6212
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0063
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0144
Cross-validation details (10-fold Crossvalidation)
Number of instances
9466
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9922
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9937
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0622
Cross-validation details (10-fold Crossvalidation)
Recall
0.9937
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0845
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0796
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9427
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
14.766
UserCPU time millis testing
0.083
UserCPU time millis training
14.683