Run
8954103

Run 8954103

Task 4868 (Supervised Regression) boston_corrected 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
2.8217 ± 0.4042
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
5.7153 ± 0.6833
Cross-validation details (10-fold Crossvalidation)
Number of instances
506
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4937 ± 0.0775
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
7.134 ± 0.7945
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
3.8796 ± 0.566
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5438 ± 0.0677
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.105
UserCPU time millis testing
0.036
UserCPU time millis training
0.069