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Selecting coefficient ranges from fine
calibration
This is an example of one decision algorithm for narrowing
coefficient ranges from a fine calibration of Demo_city using the demo100
input images.
Using file control_stats.log:
- Sort file in descending order
using the Lee Sallee
metric
- For the top three rankings: take
high and low values of each of the coefficients
It is possible for more than one run to have the same score, creating
a tie
- For each coefficient: in the
scenario file to be used for final calibration, low values are set to
_START
- For each coefficient: in the scenario
file to be used for final calibration, high values are set to _STOP
- A _STEP
value is selected that will increment between the _START
and _STOP values 4-6 times
If only one coefficient value sorts into the top 10 (e.g.; "1"
for dispersion and breed) select _START,
_STEP, and _STOP
values that will explore a finer coefficient space around the value
Top 3 scores from demo100 fine calibration, sorting
only on the Lee Sallee metric:
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sort
value
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initial coefficient values
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| Run |
Product |
Compare |
Pop |
Edges |
Clusters |
Cluster
Size |
Leesalee |
Slope |
%Urban |
Xmean |
Ymean |
Rad |
Fmatch |
Diff |
Brd |
Sprd |
Slp |
RG |
| 77 |
0.03346 |
0.83783 |
0.99147 |
0.99591 |
0.68352 |
0.89033 |
0.43818 |
0.99984 |
0.98315 |
0.56508 |
0.36772 |
0.99476 |
0.7464 |
1 |
1 |
10 |
75 |
50 |
| 101 |
0.06223 |
0.97908 |
0.9941 |
0.99545 |
0.46875 |
0.63559 |
0.4339 |
0.81228 |
0.98771 |
0.9852 |
0.88529 |
0.997 |
0.7122 |
1 |
1 |
10 |
95 |
50 |
| 96 |
0.08658 |
0.60737 |
0.99217 |
0.99135 |
0.68739 |
0.8947 |
0.42995 |
0.91139 |
0.97946 |
0.90507 |
0.92114 |
0.99596 |
0.7395 |
1 |
1 |
10 |
95 |
1 |
| 97 |
0.08658 |
0.60737 |
0.99217 |
0.99135 |
0.68739 |
0.8947 |
0.42995 |
0.91139 |
0.97946 |
0.90507 |
0.92114 |
0.99596 |
0.7395 |
1 |
1 |
10 |
95 |
10 |
| 98 |
0.08658 |
0.60737 |
0.99217 |
0.99135 |
0.68739 |
0.8947 |
0.42995 |
0.91139 |
0.97946 |
0.90507 |
0.92114 |
0.99596 |
0.7395 |
1 |
1 |
10 |
95 |
20 |
| 99 |
0.08658 |
0.60737 |
0.99217 |
0.99135 |
0.68739 |
0.8947 |
0.42995 |
0.91139 |
0.97946 |
0.90507 |
0.92114 |
0.99596 |
0.7395 |
1 |
1 |
10 |
95 |
30 |
Coefficient range for final calibration:
| coefficient type |
{_START - _STOP, _STEP} |
| dispersion |
{1 - 5, 1} |
| breed |
{1 - 5, 1} |
| spread |
{7 - 12, 1} |
| slope |
{75 - 93, 3} |
| road gravity |
{0 - 50, 10} |
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