Run
512575

Run 512575

Task 3778 (Supervised Classification) plasma_retinol 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
0.5688
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5832
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1438
Cross-validation details (10-fold Crossvalidation)
KB relative information score
54.0183
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.488
Cross-validation details (10-fold Crossvalidation)
Number of instances
315
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5885
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9827
Cross-validation details (10-fold Crossvalidation)
Recall
0.6
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8197
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4939
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6325
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2805
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.31
UserCPU time millis testing
0.098
UserCPU time millis training
0.212