Run
10587723

Run 10587723

Task 233211 (Supervised Regression) diamonds Uploaded 15-03-2022 by Sebastian Fischer
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Flow

mlr3.regr.rpart(1)Learner regr.rpart from package(s) mlr3, rpart.
mlr3.regr.rpart(1)_xval0

Result files

rds
Binary

xml
Description

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

arff
Predictions

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

7 Evaluation measures

Mean absolute error
854.817 ± 27.0798
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
3031.6032 ± 31.5797
Cross-validation details (10-fold Crossvalidation)
Number of instances
53940
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.282 ± 0.0104
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
3989.4028 ± 55.8771
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
1312.6536 ± 58.0289
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.329 ± 0.017
Cross-validation details (10-fold Crossvalidation)