Run
515557

Run 515557

Task 3653 (Supervised Classification) triazines 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
0.6408
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6509
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2811
Cross-validation details (10-fold Crossvalidation)
KB relative information score
50.3089
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3495
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4854
Cross-validation details (10-fold Crossvalidation)
Number of instances
186
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6512
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6505
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.979
Cross-validation details (10-fold Crossvalidation)
Recall
0.6505
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.72
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4925
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5912
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2002
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.66
UserCPU time millis testing
0.172
UserCPU time millis training
0.488