Run
511359

Run 511359

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

classif.mda(1)Learner classif.mda from package(s) !mda.
classif.mda(1)_keep.fittedFALSE
classif.mda(1)_start.methodlvq
classif.mda(1)_seed1
classif.mda(1)_kindMersenne-Twister
classif.mda(1)_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
0.5769
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3653
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1556
Cross-validation details (10-fold Crossvalidation)
KB relative information score
252.5898
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2715
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
0.3829
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.457
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10-fold Crossvalidation)
Recall
0.457
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7725
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.521
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2431
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.163
UserCPU time millis testing
0.069
UserCPU time millis training
2.094