Run
511383

Run 511383

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

classif.randomForestSRC(5)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(5)_na.actionna.impute
classif.randomForestSRC(5)_seed1
classif.randomForestSRC(5)_kindMersenne-Twister
classif.randomForestSRC(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
0.6398
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4872
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2717
Cross-validation details (10-fold Crossvalidation)
KB relative information score
330.0693
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2515
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
0.4817
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4971
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10-fold Crossvalidation)
Recall
0.4971
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7155
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5015
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1964
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
63.61
UserCPU time millis testing
15.973
UserCPU time millis training
47.637