Run
512192

Run 512192

Task 9988 (Supervised Classification) wholesale-customers Uploaded 28-01-2016 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
0.8922
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9108
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7946
Cross-validation details (10-fold Crossvalidation)
KB relative information score
345.4581
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0886
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4374
Cross-validation details (10-fold Crossvalidation)
Number of instances
440
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9107
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9114
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9082
Cross-validation details (10-fold Crossvalidation)
Recall
0.9114
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2026
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4675
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2977
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6368
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.285
UserCPU time millis testing
0.085
UserCPU time millis training
0.2