This R code script is used in the study that trie to classify fossil giraffid into species using some linear measurements from astragali. Key steps include handling missing data via multiple imputation, training machine learning models , and evaluating performance. The pipeline predicts species and compare our results with fossil specimens from differnt African and Eurasian sites.