Run
518229

Run 518229

Task 10097 (Supervised Classification) PieChart1 Uploaded 30-01-2016 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
0.6156
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8968
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2839
Cross-validation details (10-fold Crossvalidation)
KB relative information score
146.0615
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0922
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.159
Cross-validation details (10-fold Crossvalidation)
Number of instances
705
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8905
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9078
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4287
Cross-validation details (10-fold Crossvalidation)
Recall
0.9078
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5797
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2811
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3036
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.08
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.673
UserCPU time millis testing
0.049
UserCPU time millis training
0.624