Run
511360

Run 511360

Task 3574 (Supervised Classification) rmftsa_sleepdata 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
0.5709
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3585
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1422
Cross-validation details (10-fold Crossvalidation)
KB relative information score
241.8882
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2754
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3514
Cross-validation details (10-fold Crossvalidation)
Number of instances
1024
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3046
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4492
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10-fold Crossvalidation)
Recall
0.4492
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7836
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5248
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.252
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.387
UserCPU time millis testing
0.023
UserCPU time millis training
0.364