Instructions- Provide the python code and the mathematical equation.

4.)Logistic regression. For this exercise, you will be working with Baseball data. In this case, you have a players name, the number of homeruns they hit, and their salary. Salary is represented as either high or low. Conduct logistic regression for this question.

Player	HR	Salary Groups
Allen, Greg	4	Low
Altuve, Jose	31	High
Arenado, Nolan	41	High
Bauers, Jake	12	Low
Betts, Mookie	29	High
Blackmon, Charlie	32	High
Bote, David	11	Low
Cabrera, Miguel	12	High
Cano, Robinson	13	High
Choo, Shin-Soo	24	High
Cooper, Garrett	15	Low
Cordell, Ryan	7	Low
Dahl, David	15	Low
Davis, Chris	12	High
Donaldson, Josh	37	High
Encarnacion, Edwin	21	High
Farmer, Kyle	9	Low
Fletcher, David	6	Low
Freeman, Freddie	38	High
Gallagher, Cam	3	Low
Gordon, Alex	13	High
Grandal, Yasmani	28	High
Guillorme, Luis	1	Low
Hampson, Garrett	8	Low
Harper, Bryce	35	High
Heineman, Scott	2	Low
Herrera, Rosell	2	Low
Heyward, Jason	21	High
Hosmer, Eric	22	High
Kelly, Carson	18	Low
Longoria, Evan	20	High
Machado, Manny	32	High
Martin, Richie	6	Low
Martinez, J.D.	36	High
McCutchen, Andrew	10	High
McMahon, Ryan	24	Low
Molina, Yadier	10	High
Mullins, Cedric	0	Low
Nunez, Renato	31	Low
O'Hearn, Ryan	14	Low
Posey, Buster	7	High
Pujols, Albert	23	High
Rendon, Anthony	34	High
Reynolds, Mark	4	Low
Riddle, JT	6	Low
Robles, Victor	17	Low
Rondon, Jose	3	Low
Sandoval, Pablo	14	High
Santana, Carlos	34	High
Smith, Dwight	13	Low
Stewart, Christin	10	Low
Tapia, Raimel	9	Low
Tauchman, Mike	13	Low
Tellez, Rowdy	21	Low
Trout, Mike	45	High
Upton, Justin	12	High
Vargas, Ildemaro	6	Low
Verdugo, Alex	12	Low
Votto, Joey	15	High
Zimmerman, Ryan	6	High