11 Jun Using the provided dataset, build a Neural Network Model for the university earnings. Predict the earnings if the cost is 22000, grad is 85, debt 80 and city 1.
Using the provided dataset, build a Neural Network Model for the university earnings. Predict the earnings if the cost is 22000, grad is 85, debt 80 and city 1.
Sheet6
| School | Earnings | Cost | Grad | Debt | City |
| St. Ambrose C (NC) | 44800 | 22920 | 62 | 88 | 1 |
| Albion College (Albion, MI) | 45100 | 23429 | 73 | 92 | 0 |
| Alfred University (Alfred, NY) | 42300 | 19567 | 63 | 87 | 0 |
| Allegheny College (Meadville, PA) | 49200 | 25147 | 78 | 92 | 0 |
| Beloit College (Beloit, WI) | 37900 | 21979 | 78 | 93 | 1 |
| Bentley University (Waltham, MA) | 74900 | 29886 | 86 | 98 | 1 |
| Boston University (Boston, MA) | 60600 | 34603 | 84 | 95 | 1 |
| California Lutheran University (Thousand Oaks, CA) | 52900 | 28107 | 65 | 90 | 1 |
| Carroll College (Helena, MT) | 44000 | 23583 | 65 | 95 | 0 |
| Catholic University of America (Washington, DC) | 54500 | 34086 | 68 | 92 | 1 |
| Cedar Crest College (Allentown, PA) | 45200 | 19156 | 61 | 83 | 1 |
| Champlain College (Burlington, VT) | 40400 | 31564 | 62 | 89 | 1 |
| Chapman University (Orange, CA) | 51800 | 33821 | 74 | 87 | 1 |
| Clark University (Worcester, MA) | 44100 | 23415 | 80 | 94 | 1 |
| Colby–Sawyer College (New London, NH) | 38600 | 22644 | 56 | 88 | 0 |
| College of Mount St. Vincent (Riverdale, NY) | 51900 | 19647 | 54 | 85 | 1 |
| College of St. Benedict (St. Joseph, MN) | 47600 | 23518 | 81 | 98 | 0 |
| Davis & Elkins College (Elkins, WV) | 35900 | 16575 | 43 | 71 | 0 |
| DeSales University (Center Valley, PA) | 48300 | 27080 | 69 | 90 | 0 |
| Dickinson College (Carlisle, PA) | 52100 | 29678 | 85 | 95 | 1 |
| Doane College (Crete, NE) | 42300 | 21713 | 62 | 90 | 0 |
| Dominican University (River Forest, IL) | 44400 | 13902 | 65 | 86 | 0 |
| Drew University (Madison, NJ) | 50900 | 27652 | 69 | 93 | 0 |
| Drexel University (Philadelphia, PA) | 61100 | 33742 | 67 | 90 | 1 |
| Earlham College (Richmond, IN) | 32300 | 19414 | 71 | 96 | 0 |
| Eckerd College (St. Petersburg, FL) | 40800 | 29864 | 63 | 81 | 1 |
| Elmhurst College (Elmhurst, IL) | 48100 | 19466 | 74 | 91 | 0 |
| Elmira College (Elmira, NY) | 43600 | 22787 | 60 | 89 | 1 |
| Elon University (Elon, NC) | 44500 | 31898 | 83 | 96 | 0 |
| Endicott College (Beverly, MA) | 42800 | 31810 | 72 | 96 | 0 |
| Florida Southern College (Lakeland, FL) | 37600 | 21558 | 57 | 82 | 1 |
| Fort Lewis College (Durango, CO) | 34000 | 14398 | 37 | 77 | 0 |
| Franklin Pierce University (Rindge, NH) | 38000 | 24266 | 47 | 88 | 0 |
| Fresno Pacific University (Fresno, CA) | 39700 | 15403 | 57 | 81 | 1 |
| George Fox University (Newberg, OR) | 43300 | 24402 | 63 | 92 | 0 |
| Gonzaga University (Spokane, WA) | 52800 | 28155 | 82 | 95 | 1 |
| Goucher College (Baltimore, MD) | 45500 | 24246 | 67 | 91 | 1 |
| Gustavus Adolphus College (St. Peter, MN) | 50100 | 23162 | 83 | 95 | 0 |
| Hawaii Pacific University (Honolulu, HI) | 43400 | 20967 | 40 | 87 | 1 |
| Hendrix College (Conway, AR) | 40500 | 22231 | 71 | 87 | 1 |
| Hobart and William Smith Colleges (Geneva, NY) | 48600 | 30720 | 78 | 95 | 0 |
| Hollins University (Roanoke, VA) | 37000 | 20252 | 58 | 80 | 0 |
| Ithaca College (Ithaca, NY) | 50400 | 31958 | 76 | 96 | 0 |
| Johnson & Wales University at Denver (Denver, CO) | 35100 | 24423 | 54 | 80 | 1 |
| Juniata College (Huntingdon, PA) | 45200 | 24614 | 75 | 96 | 0 |
| Kalamazoo College (Kalamazoo, MI) | 49400 | 21531 | 79 | 93 | 1 |
| Lake Forest College (Lake Forest, IL) | 48100 | 23921 | 67 | 93 | 0 |
| Lasell College (Newton, MA) | 40900 | 25316 | 49 | 88 | 1 |
| Lesley University (Cambridge, MA) | 36700 | 32534 | 46 | 86 | 1 |
| Lewis and Clark College (Portland, OR) | 43400 | 32636 | 75 | 96 | 1 |
| Linfield College (McMinnville, OR) | 51300 | 24893 | 68 | 93 | 0 |
| Long Island University — C.W. Post Campus (Brookville, NY) | 46000 | 25613 | 41 | 74 | 0 |
| Loyola University New Orleans (New Orleans, LA) | 41300 | 21546 | 57 | 83 | 1 |
| Lycoming College (Williamsport, PA) | 42800 | 21127 | 64 | 90 | 1 |
| Lynn University (Boca Raton, FL) | 35500 | 33074 | 41 | 76 | 1 |
| Marietta College (Marietta, OH) | 42600 | 22473 | 59 | 89 | 0 |
| McDaniel College (Westminster, MD) | 44600 | 20675 | 73 | 95 | 0 |
| Menlo College (Atherton, CA) | 50600 | 25918 | 38 | 78 | 0 |
| Meredith College (Raleigh, NC) | 38400 | 22275 | 61 | 87 | 1 |
| Mills College (Oakland, CA) | 39000 | 25539 | 62 | 81 | 1 |
| Monmouth College (Monmouth, IL) | 40700 | 15685 | 58 | 89 | 0 |
| Moravian College (Bethlehem, PA) | 50000 | 24730 | 74 | 91 | 1 |
| Nazareth College of Rochester (Rochester, NY) | 43900 | 25936 | 70 | 93 | 0 |
| Nebraska Wesleyan University (Lincoln, NE) | 45500 | 22204 | 67 | 93 | 1 |
| New England College (Henniker, NH) | 35600 | 28458 | 41 | 78 | 0 |
| Niagara University (Niagara University, NY) | 44000 | 17437 | 66 | 87 | 0 |
| Oglethorpe University (Atlanta, GA) | 43900 | 19721 | 59 | 79 | 0 |
| Otterbein University (Westerville, OH) | 41200 | 24850 | 59 | 86 | 0 |
| Pace University (New York, NY) | 58400 | 24961 | 53 | 86 | 1 |
| Pacific Lutheran University (Tacoma, WA) | 45900 | 23486 | 70 | 93 | 0 |
| Pine Manor College (Chestnut Hill, MA) | 34700 | 13735 | 32 | 52 | 0 |
| Providence College (Providence, RI) | 59600 | 34841 | 86 | 96 | 1 |
| Quinnipiac University (Hamden, CT) | 56400 | 35159 | 76 | 96 | 0 |
| Regis University (Denver, CO) | 53100 | 21046 | 58 | 85 | 1 |
| Rhode Island College (Providence, RI) | 39600 | 9938 | 43 | 84 | 0 |
| Rider University (Lawrenceville, NJ) | 48100 | 28210 | 67 | 89 | 0 |
| Ripon College (Ripon, WI) | 42800 | 19254 | 73 | 90 | 0 |
| Roanoke College (Salem, VA) | 42500 | 26451 | 65 | 89 | 0 |
| Roger Williams University (Bristol, RI) | 47200 | 33838 | 62 | 93 | 0 |
| Rollins College (Winter Park, FL) | 42200 | 29427 | 69 | 83 | 0 |
| Saint Francis University (Loretto, PA) | 46900 | 22593 | 68 | 90 | 0 |
| Seattle University (Seattle, WA) | 55200 | 33557 | 77 | 92 | 1 |
| Simmons College (Boston, MA) | 51400 | 29085 | 69 | 93 | 1 |
| Spelman College (Atlanta, GA) | 46400 | 31293 | 70 | 67 | 1 |
| Springfield College (Springfield, MA) | 45100 | 27674 | 67 | 80 | 1 |
| Stetson University Ideland, FL) | 42600 | 21815 | 64 | 86 | 0 |
| Suffolk University (Boston, MA) | 49900 | 27507 | 56 | 84 | 1 |
| Susquehanna University (Selinsgrove, PA) | 50000 | 24954 | 75 | 95 | 0 |
| Syracuse University (Syracuse, NY) | 56600 | 28912 | 81 | 93 | 1 |
| Temple University (Philadelphia, PA) | 46500 | 20845 | 66 | 86 | 1 |
| The College of Idaho (Caldwell, ID) | 38900 | 16681 | 65 | 90 | 0 |
| The College of Wooster (Wooster, OH) | 44400 | 21455 | 75 | 91 | 0 |
| The George Washington University (Washington, DC) | 64500 | 30206 | 80 | 95 | 1 |
| The University of Tulsa (Tulsa, OK) | 43200 | 25702 | 67 | 87 | 1 |
| Trinity University (San Antonio, TX) | 53200 | 22389 | 81 | 96 | 1 |
| University of Denver (Denver, CO) | 51400 | 29362 | 77 | 92 | 1 |
| University of Hartford (West Hartford, CT) | 45900 | 29140 | 55 | 86 | 1 |
| University of Miami (Coral Gables, FL) | 52400 | 30394 | 81 | 90 | 0 |
| University of Puget Sound (Tacoma, WA) | 51500 | 32115 | 78 | 94 | 1 |
| University of Redlands (Redlands, CA) | 53800 | 25057 | 72 | 91 | 1 |
| University of Rochester (Rochester, NY) | 55500 | 26608 | 85 | 93 | 1 |
| University of San Diego (San Diego, CA) | 56300 | 31593 | 75 | 92 | 1 |
| University of San Francisco (San Francisco, CA) | 61000 | 31915 | 68 | 87 | 1 |
| University of Tampa (Tampa, FL) | 44400 | 27955 | 59 | 87 | 1 |
| University of the Pacific (Stockton, CA) | 66400 | 30318 | 57 | 89 | 1 |
| Wartburg College (Waverly, IA) | 43200 | 22124 | 64 | 90 | 0 |
| Washington & Jefferson College (Washington, PA) | 49900 | 26491 | 76 | 93 | 0 |
| Washington College (Chestertown, MD) | 48300 | 30255 | 69 | 92 | 0 |
| Wells College (Aurora, NY) | 33600 | 19739 | 57 | 86 | 0 |
| West Virginia Wesleyan College (Buckhannon, WV) | 43100 | 18292 | 59 | 82 | 0 |
| Western New England University (Springfield, MA) | 55100 | 28517 | 61 | 92 | 1 |
| Whittier College (Whittier, CA) | 45100 | 33181 | 67 | 86 | 0 |
| Widener University (Chester, PA) | 51700 | 27387 | 56 | 83 | 0 |
| Willamette University (Salem, OR) | 49200 | 30312 | 78 | 93 | 1 |
| Winthrop University (Rock Hill, SC) | 36100 | 15311 | 54 | 76 | 1 |
| Wittenberg University (Springfield, OH) | 42700 | 26616 | 64 | 90 | 1 |
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