Run
508452

Run 508452

Task 3888 (Supervised Classification) grub-damage Uploaded 27-01-2016 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
0.6804
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7314
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.371
Cross-validation details (10-fold Crossvalidation)
KB relative information score
54.4594
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2645
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4332
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.729
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7355
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9027
Cross-validation details (10-fold Crossvalidation)
Recall
0.7355
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6105
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.465
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5143
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1061
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.28
UserCPU time millis testing
0.112
UserCPU time millis training
0.168