Hi All ,
I am looking for a developer to create an expert advisor based on Xgboost machine learning algorithm(Classification)
I already created an script to convert my indicators and expert advisors into csv file.The script also converts the
trainning objectives values into csv file.
The training objective means the script calculates the values of Maximum favorable excursion (MFE), maximum adverse excursion(MAE) ,MFE / MAE(edge ratio) and profit and loss into csv file.
I am already taking the burden from developer of indicators-expert advisors conversion from mql4.
My expectation from developer is create a profitable system with xgboost that should :
1-Maximize the MFE / MAE(edge ratio) since the signal/entry.
2-Maximize the correlation in PIPS between profit and loss indicator and ATR since the signal-entry .As you know ATR calculates the high -low difference in pips inN period.
-------The developer should have experience in coding in XGBOOST algorithm and the developer should have knowledge to deal with hyperparameter optimimazition and overfitting-underfitting,bias-variance traps.
Thank you very much.