Run
514377

Run 514377

Task 9903 (Supervised Classification) autoUniv-au7-500 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
0.568
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3502
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1405
Cross-validation details (10-fold Crossvalidation)
KB relative information score
115.2221
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2376
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2996
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3658
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.406
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1516
Cross-validation details (10-fold Crossvalidation)
Recall
0.406
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.793
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3869
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4874
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2598
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.115
UserCPU time millis testing
0.123
UserCPU time millis training
0.992