I want to develop a machine learning model that predicts the benefits and losses for different values, for example, when the threshold is 12 the benefits and losses are calculated for different values of x1, and similarly when the threshold is 13 the benefits and loss are calculated for different values of x1 (e.g. 1520, 1522, …, 1536).
How can a machine learning model (prediction) predict the benefits and losses?
x1 benefit_12 loss_12 benefit_13 loss_13
0 1520 24.0888 4.55047 24.3723 4.53872
1 1522 27.7946 4.53215 28.1081 4.52190
2 1524 32.8407 4.27750 33.1972 4.26627
3 1526 38.0346 4.25546 38.4325 4.24555
4 1528 41.7711 4.14578 42.1893 4.13525
5 1530 43.7450 4.07951 44.1641 4.06883
6 1532 44.2578 4.33050 44.6709 4.32368
7 1534 43.1488 4.79996 43.5482 4.80014
8 1536 40.0420 4.83607 40.4032 4.83826