Run
523048

Run 523048

Task 3840 (Supervised Classification) letter 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
0.7569
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9738
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6309
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11043.4592
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0235
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.078
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9744
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9766
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2455
Cross-validation details (10-fold Crossvalidation)
Recall
0.9766
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3005
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1531
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7754
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.927
UserCPU time millis testing
0.063
UserCPU time millis training
6.864