Readme.md

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