george t shirts - decision trees
DESCRIPTION
The objective is to maximize profit for a large venue.To maximize profit we need to sell 15% of the total venue which could range from 100,000 to 20,000.Our maximum profit would be obtained by selling 15% of the total tickets sold. We would not be able to sell 100% because the venue has its own t-shirt vendors. However, historically we would sell 10% of the t-shirts sold to attendees, which would about 10,000 shirts for a 100,000 seat venue. Because historically we sell 10%, our safest forecast is that we will sell 10% of 100,000 or 80,000. The estimate is based on 1000000 to 80000 due to the popularity of the group performing. The group has been selling 100% to 80% capacity in its previous arenas.Our risks come in the form of attendance and market share. If the attendance does not meet forecasting numbers or we do not capture 10% of the attendance we lose our profit because of the amount t-shirts we must purchase up front to meet the forecast.TRANSCRIPT
![Page 1: George T Shirts - Decision Trees](https://reader030.vdocuments.mx/reader030/viewer/2022033106/55cf8fee550346703ba164bf/html5/thumbnails/1.jpg)
Order Size Cost Profit10,000 $32,125 $5.12 7,500 $25,250 $4.96 5,000 $17,750 $4.78
* $100 per dozen ** $ 8.33 per shirt
![Page 2: George T Shirts - Decision Trees](https://reader030.vdocuments.mx/reader030/viewer/2022033106/55cf8fee550346703ba164bf/html5/thumbnails/2.jpg)
For Evaluation Only
TreePlan Trial, For Evaluation Only www.TreePlan.com
Purchase 5,000 T Shirts20314.25
![Page 3: George T Shirts - Decision Trees](https://reader030.vdocuments.mx/reader030/viewer/2022033106/55cf8fee550346703ba164bf/html5/thumbnails/3.jpg)
For Evaluation Only
TreePlan Trial, For Evaluation Only www.TreePlan.com
10% Purchase
0.6 23,900.00
100,000 Attendees 5% Purchase
0.3 23,900.00 0.3 23,900.00
15% Purchase
0.1 23,900.00
10% Purchase
0.6 23,900.00
70,000 Attendees 5% Purchase
0.5 20,826.50 0.3 13,655.00
15% Purchase
0.1 23,900.00
10% Purchase
0.6 17,070.00
40,000 Attendees 5% Purchase
0.2 13,655.00 0.3 3,410.00
15% Purchase
![Page 4: George T Shirts - Decision Trees](https://reader030.vdocuments.mx/reader030/viewer/2022033106/55cf8fee550346703ba164bf/html5/thumbnails/4.jpg)
For Evaluation Only
TreePlan Trial, For Evaluation Only www.TreePlan.com
0.1 23,900.00
![Page 5: George T Shirts - Decision Trees](https://reader030.vdocuments.mx/reader030/viewer/2022033106/55cf8fee550346703ba164bf/html5/thumbnails/5.jpg)
For Evaluation Only
TreePlan Trial, For Evaluation Only www.TreePlan.com
23,900.00
23,900.00
23,900.00
23,900.00
13,655.00
23,900.00
17,070.00
3,410.00
23,900.00
![Page 6: George T Shirts - Decision Trees](https://reader030.vdocuments.mx/reader030/viewer/2022033106/55cf8fee550346703ba164bf/html5/thumbnails/6.jpg)
For Evaluation Only
TreePlan Trial, For Evaluation Only www.TreePlan.com
ID Name Value Prob Pred0 TreePlan 0 0 01 0 02 0 03 0 04 0 15 0 16 0 17 0 28 0 29 0 2
10 0 311 0 312 0 3
![Page 7: George T Shirts - Decision Trees](https://reader030.vdocuments.mx/reader030/viewer/2022033106/55cf8fee550346703ba164bf/html5/thumbnails/7.jpg)
For Evaluation Only
TreePlan Trial, For Evaluation Only www.TreePlan.com
Kind NS S1 S2 S3 S4 S5 Row Col MarkD 3 1 2 3 0 0 22 1 TRUED 3 4 5 6 0 0 7 5 TRUED 3 7 8 9 0 0 22 5 TRUED 3 10 11 12 0 0 37 5 TRUET 0 0 0 0 0 0 2 9 TRUET 0 0 0 0 0 0 7 9 TRUET 0 0 0 0 0 0 12 9 TRUET 0 0 0 0 0 0 17 9 TRUET 0 0 0 0 0 0 22 9 TRUET 0 0 0 0 0 0 27 9 TRUET 0 0 0 0 0 0 32 9 TRUET 0 0 0 0 0 0 37 9 TRUET 0 0 0 0 0 0 42 9 TRUE
![Page 8: George T Shirts - Decision Trees](https://reader030.vdocuments.mx/reader030/viewer/2022033106/55cf8fee550346703ba164bf/html5/thumbnails/8.jpg)
For Evaluation Only
TreePlan Trial, For Evaluation Only www.TreePlan.com
Purchase 10,000 T Shirts25238.35
![Page 9: George T Shirts - Decision Trees](https://reader030.vdocuments.mx/reader030/viewer/2022033106/55cf8fee550346703ba164bf/html5/thumbnails/9.jpg)
For Evaluation Only
TreePlan Trial, For Evaluation Only www.TreePlan.com
10% Purchase
0.6 37,225.00
100,000 Attendees 5% Purchase
0.3 32,102.50 0.3 20,150.00
15% Purchase
0.1 37,225.00
10% Purchase
0.6 33,810.00
70,000 Attendees 5% Purchase
0.5 26,980.00 0.3 9,905.00
15% Purchase
0.1 37,225.00
10% Purchase
0.6 13,320.00
40,000 Attendees 5% Purchase
0.2 10,588.00 0.3 (340.00)
15% Purchase
![Page 10: George T Shirts - Decision Trees](https://reader030.vdocuments.mx/reader030/viewer/2022033106/55cf8fee550346703ba164bf/html5/thumbnails/10.jpg)
For Evaluation Only
TreePlan Trial, For Evaluation Only www.TreePlan.com
0.1 26,980.00
![Page 11: George T Shirts - Decision Trees](https://reader030.vdocuments.mx/reader030/viewer/2022033106/55cf8fee550346703ba164bf/html5/thumbnails/11.jpg)
For Evaluation Only
TreePlan Trial, For Evaluation Only www.TreePlan.com
37,225.00
20,150.00
37,225.00
33,810.00
9,905.00
37,225.00
13,320.00
(340.00)
26,980.00
![Page 12: George T Shirts - Decision Trees](https://reader030.vdocuments.mx/reader030/viewer/2022033106/55cf8fee550346703ba164bf/html5/thumbnails/12.jpg)
For Evaluation Only
TreePlan Trial, For Evaluation Only www.TreePlan.com
ID Name Value Prob Pred0 TreePlan 0 0 01 0 02 0 03 0 04 0 15 0 16 0 17 0 28 0 29 0 2
10 0 311 0 312 0 3
![Page 13: George T Shirts - Decision Trees](https://reader030.vdocuments.mx/reader030/viewer/2022033106/55cf8fee550346703ba164bf/html5/thumbnails/13.jpg)
For Evaluation Only
TreePlan Trial, For Evaluation Only www.TreePlan.com
Kind NS S1 S2 S3 S4 S5 Row Col MarkD 3 1 2 3 0 0 22 1 TRUED 3 4 5 6 0 0 7 5 TRUED 3 7 8 9 0 0 22 5 TRUED 3 10 11 12 0 0 37 5 TRUET 0 0 0 0 0 0 2 9 TRUET 0 0 0 0 0 0 7 9 TRUET 0 0 0 0 0 0 12 9 TRUET 0 0 0 0 0 0 17 9 TRUET 0 0 0 0 0 0 22 9 TRUET 0 0 0 0 0 0 27 9 TRUET 0 0 0 0 0 0 32 9 TRUET 0 0 0 0 0 0 37 9 TRUET 0 0 0 0 0 0 42 9 TRUE
![Page 14: George T Shirts - Decision Trees](https://reader030.vdocuments.mx/reader030/viewer/2022033106/55cf8fee550346703ba164bf/html5/thumbnails/14.jpg)
For Evaluation Only
TreePlan Trial, For Evaluation Only www.TreePlan.com
Purchase 10,000 T Shirts25238.35
![Page 15: George T Shirts - Decision Trees](https://reader030.vdocuments.mx/reader030/viewer/2022033106/55cf8fee550346703ba164bf/html5/thumbnails/15.jpg)
For Evaluation Only
TreePlan Trial, For Evaluation Only www.TreePlan.com
10% Purchase
0.6 37,225.00
100,000 Attendees 5% Purchase
0.3 32,102.50 0.3 20,150.00
15% Purchase
0.1 37,225.00
10% Purchase
0.6 33,810.00
70,000 Attendees 5% Purchase
0.5 26,980.00 0.3 9,905.00
15% Purchase
0.1 37,225.00
10% Purchase
0.6 13,320.00
40,000 Attendees 5% Purchase
0.2 10,588.00 0.3 (340.00)
15% Purchase
![Page 16: George T Shirts - Decision Trees](https://reader030.vdocuments.mx/reader030/viewer/2022033106/55cf8fee550346703ba164bf/html5/thumbnails/16.jpg)
For Evaluation Only
TreePlan Trial, For Evaluation Only www.TreePlan.com
0.1 26,980.00
![Page 17: George T Shirts - Decision Trees](https://reader030.vdocuments.mx/reader030/viewer/2022033106/55cf8fee550346703ba164bf/html5/thumbnails/17.jpg)
For Evaluation Only
TreePlan Trial, For Evaluation Only www.TreePlan.com
37,225.00
20,150.00
37,225.00
33,810.00
9,905.00
37,225.00
13,320.00
(340.00)
26,980.00
![Page 18: George T Shirts - Decision Trees](https://reader030.vdocuments.mx/reader030/viewer/2022033106/55cf8fee550346703ba164bf/html5/thumbnails/18.jpg)
For Evaluation Only
TreePlan Trial, For Evaluation Only www.TreePlan.com
ID Name Value Prob Pred0 TreePlan 0 0 01 0 02 0 03 0 04 0 15 0 16 0 17 0 28 0 29 0 2
10 0 311 0 312 0 3
![Page 19: George T Shirts - Decision Trees](https://reader030.vdocuments.mx/reader030/viewer/2022033106/55cf8fee550346703ba164bf/html5/thumbnails/19.jpg)
For Evaluation Only
TreePlan Trial, For Evaluation Only www.TreePlan.com
Kind NS S1 S2 S3 S4 S5 Row Col MarkD 3 1 2 3 0 0 22 1 TRUED 3 4 5 6 0 0 7 5 TRUED 3 7 8 9 0 0 22 5 TRUED 3 10 11 12 0 0 37 5 TRUET 0 0 0 0 0 0 2 9 TRUET 0 0 0 0 0 0 7 9 TRUET 0 0 0 0 0 0 12 9 TRUET 0 0 0 0 0 0 17 9 TRUET 0 0 0 0 0 0 22 9 TRUET 0 0 0 0 0 0 27 9 TRUET 0 0 0 0 0 0 32 9 TRUET 0 0 0 0 0 0 37 9 TRUET 0 0 0 0 0 0 42 9 TRUE