Projects: cran: CALIBERrfimpute
https://packages.ecosyste.ms/registries/cran.r-project.org/packages/CALIBERrfimpute
Multiple Imputation Using MICE and Random Forest
8 versions
Latest release: over 2 years ago
1 dependent package
443 downloads last month
Science Score: 75/100
Starting Score: 100 points
Penalties:
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-15
No science keywords
No scientific terms found in keywords/classifiers -
-10
No science terms in description
No scientific terms found in description
Very Likely Science (75)
Papers Mentioning CALIBERrfimpute 2
10.1186/s12911-019-0747-6
Importance of medical data preprocessing in predictive modeling and risk factor discovery for the frailty syndromeCited by: 39
Author(s): Andreas Philipp Hassler, Ernestina Menasalvas, Francisco José García‐García, Leocadio Rodríguez‐Mañas, Andreas Holzinger
Software Mentions: 5
Published: over 6 years ago
10.1186/s12874-020-01080-1
Accuracy of random-forest-based imputation of missing data in the presence of non-normality, non-linearity, and interactionCited by: 68
Author(s): Shangzhi Hong, Henry Lynn
Software Mentions: 5
Published: about 5 years ago