noun আরোপক;
imputer definition
A tool used in machine learning to fill in missing data values.
imputer শব্দটির synonyms বা প্রতিশব্দ
imputer Example in a sentence
The imputer filled in the missing data values using a statistical algorithm.
The imputation method estimated the likelihood of each possible value for the missing data.
Imputing missing values allowed for the analysis of a larger and more complete dataset.
The masked imputer concealed the imputed values, making them visually indistinguishable from the observed data.
Multiple imputation involved creating multiple datasets with imputed values, then combining the results for analysis.
The presence of missing data required the use of an imputation technique to avoid bias and ensure data integrity.
The closest neighbor imputer assigned missing values based on the most similar observed values.
Imputation played a vital role in handling incomplete or missing data in research studies.
While imputation could improve data quality, it was important to validate the imputed values for accuracy and reliability.
The imputer employed a predictive model to estimate missing values based on the relationships with other variables in the dataset.