Board Data Structure
| Column |
Description |
Type |
| Board |
Board identifier (1-30) |
int |
| A - JD |
Component counts (14 types) |
int |
| Yield |
Manufacturing yield percentage |
float |
Component Types (14)
A, DIP, DIPD, Nsth, nshthd, nsmthd, J, G, Ct, Cb, SOTt, SOTb, GD, JD
Dataset Statistics
| Metric |
Value |
| Total Boards |
30 |
| Component Types |
14 |
| Mean Yield |
89.07% |
| Median Yield |
90.95% |
| Std Dev |
10.34% |
| Best Yield |
99.91% (Board #11) |
| Worst Yield |
61.67% (Board #23) |
Sample Board Data
| Board |
A |
DIP |
DIPD |
Nsth |
G |
Ct |
Yield |
| 1 |
123 |
580 |
34 |
202 |
1024 |
50 |
86.32% |
| 2 |
323 |
240 |
18 |
288 |
314 |
60 |
80.64% |
| 3 |
20 |
292 |
18 |
240 |
560 |
746 |
84.10% |