Run
522219

Run 522219

Task 9972 (Supervised Classification) kr-vs-k Uploaded 08-02-2016 by Rafael Gomes Mantovani
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Flow

classif.multinom(6)Learner classif.multinom from package(s) nnet.
classif.multinom(6)_seed1
classif.multinom(6)_kindMersenne-Twister
classif.multinom(6)_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
0.6161
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2986
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2328
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7699.0846
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0756
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0995
Cross-validation details (10-fold Crossvalidation)
Number of instances
28056
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2973
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3195
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5053
Cross-validation details (10-fold Crossvalidation)
Recall
0.3195
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7598
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2231
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.275
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2327
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
210.512
UserCPU time millis testing
0.174
UserCPU time millis training
210.338