Run
511370

Run 511370

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

classif.rpart(38)Learner classif.rpart from package(s) rpart.
classif.rpart(38)_xval0
classif.rpart(38)_seed1
classif.rpart(38)_kindMersenne-Twister
classif.rpart(38)_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
0.6181
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4061
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2373
Cross-validation details (10-fold Crossvalidation)
KB relative information score
312.3716
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.248
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
0.3403
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5039
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10-fold Crossvalidation)
Recall
0.5039
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7058
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.498
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1883
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.164
UserCPU time millis testing
0.038
UserCPU time millis training
0.126