Run
8954133

Run 8954133

Task 5026 (Supervised Regression) cocomo_numeric 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
183.7892 ± 108.6889
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
420.8871 ± 232.4877
Cross-validation details (10-fold Crossvalidation)
Number of instances
60
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4367 ± 0.265
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
651.468 ± 375.7481
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
370.0124 ± 222.2487
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.568 ± 0.532
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.103
UserCPU time millis testing
0.061
UserCPU time millis training
0.042