Run
514287

Run 514287

Task 3697 (Supervised Classification) fri_c3_250_25 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
0.6381
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6435
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.277
Cross-validation details (10-fold Crossvalidation)
KB relative information score
68.7517
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.356
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4938
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6431
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.644
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9911
Cross-validation details (10-fold Crossvalidation)
Recall
0.644
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.721
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5967
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2009
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.3
UserCPU time millis testing
0.082
UserCPU time millis training
0.218