Run
8954092

Run 8954092

Task 4858 (Supervised Regression) arsenic-female-bladder 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
0.9698 ± 0.8027
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
1.4808 ± 0.7772
Cross-validation details (10-fold Crossvalidation)
Number of instances
559
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6549 ± 0.3632
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
6.2371 ± 4.31
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
5.0716 ± 3.265
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8131 ± 1.4017
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.051
UserCPU time millis testing
0.014
UserCPU time millis training
0.037