Do stockcharts(=monthly payment) (from kamikaze cahs youtube video: rsi, ema5, ema20, bb) equivalent in R

Attribute weights to each tools in the toolbox and backtest what the decision would have been on historical data. Use Machine learning to adapt the weigths and get the most optmised weight repartition for target stock