Run
513449

Run 513449

Task 3018 (Supervised Classification) flags 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
0.6945
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5142
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3776
Cross-validation details (10-fold Crossvalidation)
KB relative information score
75.3513
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1263
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2006
Cross-validation details (10-fold Crossvalidation)
Number of instances
194
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.54
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4948
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5862
Cross-validation details (10-fold Crossvalidation)
Recall
0.4948
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6295
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3162
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3554
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1241
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
9.16
UserCPU time millis testing
0.476
UserCPU time millis training
8.684