Run
511363

Run 511363

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

classif.mlp(5)Learner classif.mlp from package(s) RSNNS.
classif.mlp(5)_seed1
classif.mlp(5)_kindMersenne-Twister
classif.mlp(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
0.5003
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2585
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0007
KB relative information score
154.3748
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3081
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
0.236
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3838
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10-fold Crossvalidation)
Recall
0.3838
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8767
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5551
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3243
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
19.871
UserCPU time millis testing
1.116
UserCPU time millis training
18.755