Fig. 4

Reporting of pre-processing and model development methods in the studies. Sub-figure a) Frequency of hyperparameter tuning and values reporting. Sub-figure b) Proportion of hyperparameter tuning techniques. Sub-figure c) Missingness reporting and imputation in papers. Sub-figure d) Handling class imbalance in studies