Run
520213

Run 520213

Task 10100 (Supervised Classification) PieChart4 Uploaded 05-02-2016 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
0.7287
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9067
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5335
Cross-validation details (10-fold Crossvalidation)
KB relative information score
704.9726
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0857
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2148
Cross-validation details (10-fold Crossvalidation)
Number of instances
1458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9058
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9143
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5368
Cross-validation details (10-fold Crossvalidation)
Recall
0.9143
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3992
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3274
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2928
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8944
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.457
UserCPU time millis testing
0.069
UserCPU time millis training
1.388