Run
511366

Run 511366

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

classif.nnTrain(3)Learner classif.nnTrain from package(s) deepnet.
classif.nnTrain(3)_outputsoftmax
classif.nnTrain(3)_seed1
classif.nnTrain(3)_kindMersenne-Twister
classif.nnTrain(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
0.5005
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3066
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0012
KB relative information score
110.2959
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3354
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
0.2898
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3291
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10-fold Crossvalidation)
Recall
0.3291
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9545
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5792
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3818
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.38
UserCPU time millis testing
0.026
UserCPU time millis training
0.354