Run
8954111

Run 8954111

Task 4878 (Supervised Regression) analcatdata_apnea3 Uploaded 06-04-2018 by Heidi Seibold
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Flow

mlr.regr.rpart(5)Learner mlr.regr.rpart from package(s) rpart.
mlr.regr.rpart(5)_xval0
mlr.regr.rpart(5)_openml.seed1
mlr.regr.rpart(5)_openml.kindMersenne-Twister
mlr.regr.rpart(5)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

10 Evaluation measures

Mean absolute error
479.3804 ± 119.6923
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
1353.2066 ± 380.5352
Cross-validation details (10-fold Crossvalidation)
Number of instances
450
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3543 ± 0.0825
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
3160.1373 ± 1327.7929
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
1121.1254 ± 420.7916
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3548 ± 0.2067
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.045
UserCPU time millis testing
0.015
UserCPU time millis training
0.03