Run
511343

Run 511343

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

classif.avNNet(5)Learner classif.avNNet from package(s) nnet.
classif.avNNet(5)_size3
classif.avNNet(5)_seed1
classif.avNNet(5)_kindMersenne-Twister
classif.avNNet(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
0.4993
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2228
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0014
Cross-validation details (10-fold Crossvalidation)
KB relative information score
161.8191
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3032
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
0.1554
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3936
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10-fold Crossvalidation)
Recall
0.3936
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8628
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5507
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3138
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.62
UserCPU time millis testing
0.125
UserCPU time millis training
1.495