Run
513310

Run 513310

Task 3799 (Supervised Classification) fri_c3_500_10 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
0.6369
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6409
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2751
Cross-validation details (10-fold Crossvalidation)
KB relative information score
137.9774
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.358
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4961
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6407
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.642
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9945
Cross-validation details (10-fold Crossvalidation)
Recall
0.642
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7216
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4981
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5983
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2013
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.224
UserCPU time millis testing
0.047
UserCPU time millis training
0.177