Imputing genotypes based on machine learning strategies imp_adaboost.py is based on adaboost algorithm to impute genotypes. $ python imp_adaboost.py seed yratio x_missing_ratio LearningAlgorithm LearningAlgorithm 1, AdaBoosting 2, Random forest 3, Logistic Regression 4, SVM-Kernel 5, SVM-Ploy 6, SVM-Linear 7, PLSR