Use discriminant analysis to classify the accompanying new records using only Credit Score and Years of...
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Use discriminant analysis to classify the accompanying new records using only Credit Score and Years of Credit History as input variables. Click here to view the credit approval data. Click here to view the new records. Complete the following table. (Round to four decimal places as needed.) Homeowner Credit Score Years of Credit History Revolving Balance Revolving Utilization Discriminant Score Decision Y 729 12 $21,000 15% N 547 4 $4,000 90% Y 593 9 $8,500 25% N 641 8 $16,300 70% N 552 7 $2,500 90% Y 640 5 $16,700 18% Y 625 573 Y 677 N 625 N 527 Y 795 N 733 620 591 660 700 500 565 620 774 802 N 640 523 Y 811 N 763 555 617 642 688 649 695 701 635 507 677 485 582 699 703 585 620 695 774 802 640 536 801 N 760 567 2222222222222 20 9 Credit Approval Decisions Homeowner Credit Score Years of Credit History Revolving Balance Revolving Utilization Decision Approve Reject $11,320 25% $7,200 70% 11 $20,000 55% Approve 15 $12,800 65% Reject 12 $5,700 75% Reject $9,000 12% Approve 7 $35,200 20% Approve 5 $22,800 62% Reject 17 $16,500 50% Reject 24 $9,200 35% Approve 19 $22,000 18% Approve 16 $12,500 83% Reject 6 $7,700 70% Reject 3 $37,400 87% Reject 13 $6,100 7% Approve 10 $10,500 5% Approve 7 $17,300 59% Reject 14 $27,000 79% Reject 20 $13,400 3% Approve $11,200 70% Reject 4 $2,500 100% Reject 9 $8,400 34% Reject 13 $16,000 25% Approve 3 $3,300 11% Approve 12 $7,500 5% Approve 15 $20,300 22% Approve 9 $11,700 15% Approve 7 $29,100 85% Reject $2,000 100% Reject 12 $7,600 9% Approve 5 $1,000 80% Reject 3 $8,500 65% Reject 17 $12,800 27% Approve $10,000 20% Approve 18 $31,000 78% Reject 8 $16,200 55% Reject 16 $9,700 11% Approve 13 $6,100 7% Approve 10 $10,500 5% Approve 7 $17,300 59% Reject 14 $27,000 79% Reject 20 $13,400 3% Approve $11,200 70% Reject 4 $2,200 95% Reject N 600 10 $12,050 81% Reject Y 702 11 $11,700 15% Approve 636 8 $29,100 85% Reject N 509 3 $2,000 100% Reject N 595 18 733 15 Reject Approve Homeowner Credit Score Years of Credit History Revolving Balance Revolving Utilization Decision $29,000 78% $13,000 24% New Records 729 12 Homeowner Credit Score Years of Credit History Revolving Balance Revolving Utilization Decision Y $21,000 15% N 547 4 $4,000 90% 593 9 $8,500 25% 641 8 $16,300 70% 552 7 $2,500 90% 640 5 $16,700 18% I Use discriminant analysis to classify the accompanying new records using only Credit Score and Years of Credit History as input variables. Click here to view the credit approval data. Click here to view the new records. Complete the following table. (Round to four decimal places as needed.) Homeowner Credit Score Years of Credit History Revolving Balance Revolving Utilization Discriminant Score Decision Y 729 12 $21,000 15% N 547 4 $4,000 90% Y 593 9 $8,500 25% N 641 8 $16,300 70% N 552 7 $2,500 90% Y 640 5 $16,700 18% Y 625 573 Y 677 N 625 N 527 Y 795 N 733 620 591 660 700 500 565 620 774 802 N 640 523 Y 811 N 763 555 617 642 688 649 695 701 635 507 677 485 582 699 703 585 620 695 774 802 640 536 801 N 760 567 2222222222222 20 9 Credit Approval Decisions Homeowner Credit Score Years of Credit History Revolving Balance Revolving Utilization Decision Approve Reject $11,320 25% $7,200 70% 11 $20,000 55% Approve 15 $12,800 65% Reject 12 $5,700 75% Reject $9,000 12% Approve 7 $35,200 20% Approve 5 $22,800 62% Reject 17 $16,500 50% Reject 24 $9,200 35% Approve 19 $22,000 18% Approve 16 $12,500 83% Reject 6 $7,700 70% Reject 3 $37,400 87% Reject 13 $6,100 7% Approve 10 $10,500 5% Approve 7 $17,300 59% Reject 14 $27,000 79% Reject 20 $13,400 3% Approve $11,200 70% Reject 4 $2,500 100% Reject 9 $8,400 34% Reject 13 $16,000 25% Approve 3 $3,300 11% Approve 12 $7,500 5% Approve 15 $20,300 22% Approve 9 $11,700 15% Approve 7 $29,100 85% Reject $2,000 100% Reject 12 $7,600 9% Approve 5 $1,000 80% Reject 3 $8,500 65% Reject 17 $12,800 27% Approve $10,000 20% Approve 18 $31,000 78% Reject 8 $16,200 55% Reject 16 $9,700 11% Approve 13 $6,100 7% Approve 10 $10,500 5% Approve 7 $17,300 59% Reject 14 $27,000 79% Reject 20 $13,400 3% Approve $11,200 70% Reject 4 $2,200 95% Reject N 600 10 $12,050 81% Reject Y 702 11 $11,700 15% Approve 636 8 $29,100 85% Reject N 509 3 $2,000 100% Reject N 595 18 733 15 Reject Approve Homeowner Credit Score Years of Credit History Revolving Balance Revolving Utilization Decision $29,000 78% $13,000 24% New Records 729 12 Homeowner Credit Score Years of Credit History Revolving Balance Revolving Utilization Decision Y $21,000 15% N 547 4 $4,000 90% 593 9 $8,500 25% 641 8 $16,300 70% 552 7 $2,500 90% 640 5 $16,700 18% I
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