Run
514044

Run 514044

Task 3905 (Supervised Classification) mc2 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
0.6679
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7166
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3444
Cross-validation details (10-fold Crossvalidation)
KB relative information score
52.3765
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2795
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4381
Cross-validation details (10-fold Crossvalidation)
Number of instances
161
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7141
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7205
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9099
Cross-validation details (10-fold Crossvalidation)
Recall
0.7205
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.638
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4676
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5287
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1306
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.491
UserCPU time millis testing
0.118
UserCPU time millis training
0.373