DATA SCIENTIST backtest trading

Job ID: 37396780

Budget: €8 – €300 EUR

hy , I have a trading backtest database, this database have almost 20 000 line, i try to make a model to predict the chance of a trade to be successfull or not to help me to take a decision . I would like to start by studing the price mouvement .

So, for each trade i get few data about it (between 3 and 6 genrally) ,this data represent the trend dimensions, a trade is composed of different hight and low and the data are the location of this hight and low. (the value of this hight and low are between 0 and 100 to armonize and be able to compare)

we can note that there is a linear correlation betwen the last low and the win percentage that we can use as a base like you can see in the picture.

there is different correlation in the proportion of the trade wich are not linéar , i dont know what to use.

the target is to refine the result given by the last low in the picture below , using the other high and low locations