Run
511788

Run 511788

Task 3911 (Supervised Classification) ar4 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
0.6195
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7614
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2302
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6.4762
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.243
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3076
Cross-validation details (10-fold Crossvalidation)
Number of instances
107
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7663
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.757
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.707
Cross-validation details (10-fold Crossvalidation)
Recall
0.757
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7901
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3899
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4929
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2643
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.421
UserCPU time millis testing
0.123
UserCPU time millis training
0.298