Run
511410

Run 511410

Task 3607 (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
0.7411
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7411
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4823
Cross-validation details (10-fold Crossvalidation)
KB relative information score
493.9738
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2588
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1024
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7414
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7412
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7412
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5176
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5087
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0174
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.171
UserCPU time millis testing
0.046
UserCPU time millis training
0.125