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.

A E F F A B C D 1 Player HR Salary Groups 2 Allen, Greg 4 Low 3 Altuve, Jose 31 High 4 Arenado, Nolan 41 High 5 Bauers, Jake 12 Low 6 Betts, Mookie 29 High 7 Blackmon, Charlie 32 High 8 Bote, David 11 Low 9 Cabrera, Miguel 12 High 10 Cano, Robinson 13 High 11 Choo, Shin-Soo 24 High 12 Cooper, Garrett 15 Low 13 Cordell, Ryan 7 Low 14 Dahl, David 15 Low 15 Davis, Chris 12 High 16 Donaldson, Josh 37 High 17 Encarnacion, Edwin 21 High 18 Farmer, Kyle 9 Low 19 Fletcher, David 6 Low 20 Freeman, Freddie 38 High 21 Gallagher, Cam 3 Low 22 Gordon, Alex 13 High 23 Grandal, Yasmani 28 High 24 Guillorme, Luis 1 Low Exercise 4 - Baseball Salary Gr + B D E F G I J K L A 25 Hampson, Garrett 26 Harper, Bryce 27 Heineman, Scott 28 Herrera, Rosell 29 Heyward, Jason 30 Hosmer, Eric 31 Kelly, Carson 32 Longoria, Evan 33 Machado, Manny 34 Martin, Richie 35 Martinez, J.D. 36 McCutchen, Andrew 37 McMahon, Ryan 38 Molina, Yadier 39 Mullins, Cedric 40 Nunez, Renato 41 O'Hearn, Ryan 42 Posey, Buster 43 Pujols, Albert 44 Rendon, Anthony 45 Reynolds, Mark 46 Riddle, JT 47 Robles, Victor 48 Rondon, Jose 8 Low 35 High 2 Low 2 Low 21 High 22 High 18 Low 20 High 32 High 6 Low 36 High 10 High 24 Low 10 High O Low 31 Low 14 Low 7 High 23 High 34 High 4 Low 6 Low 17 Low 3 Low Exercise 4 - Baseball Salary Gr + B B C D A 38 Molina, Yadier 39 Mullins, Cedric 40 Nunez, Renato 41 O'Hearn, Ryan 42 Posey, Buster 43 Pujols, Albert 44 Rendon, Anthony 45 Reynolds, Mark 46 Riddle, JT 47 Robles, Victor 48 Rondon, Jose 49 Sandoval, Pablo 50 Santana, Carlos 51 Smith, Dwight 52 Stewart, Christin 53 Tapia, Raimel 54 Tauchman, Mike 55 Tellez, Rowdy 56 Trout, Mike 57 Upton, Justin 58 Vargas, Ildemaro 59 Verdugo, Alex 60 Votto, Joey 61 Zimmerman, Ryan 10 High O Low 31 Low 14 Low 7 High 23 High 34 High 4 Low 6 Low 17 Low 3 Low 14 High 34 High 13 Low 10 Low 9 Low 13 Low 21 Low 45 High 12 High 6 Low 12 Low 15 High 6 High Exercise 4 - Baseball Salary Gr