Run
511365

Run 511365

Task 3574 (Supervised Classification) rmftsa_sleepdata Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.nnet(3)Learner classif.nnet from package(s) nnet.
classif.nnet(3)_size3
classif.nnet(3)_seed1
classif.nnet(3)_kindMersenne-Twister
classif.nnet(3)_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
0.515
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2625
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0319
Cross-validation details (10-fold Crossvalidation)
KB relative information score
182.3788
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2954
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
0.2949
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4092
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10-fold Crossvalidation)
Recall
0.4092
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8406
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5435
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2968
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.322
UserCPU time millis testing
0.029
UserCPU time millis training
0.293