IDMEC Institute of Mechanical Engineering, Instituto Superior Técnico, University of Lisbon
Test 1: Galactose (2012-06-10)
ITQB test data model and part of Test 1 experiment
Time series from S. pneumoniae growth
Description
(no description provided)
Measured data (19 lines)
| X | Y | Z | Note |
|---|---|---|---|
| 0.0 | 0.053 | ||
| 1.0 | 0.069 | ||
| 2.0 | 0.076 | ||
| 3.0 | 0.099 | ||
| 4.0 | 0.124 | ||
| 5.0 | 0.155 | ||
| 6.0 | 0.223 | ||
| 7.0 | 0.317 | ||
| 8.0 | 0.384 | ||
| 9.0 | 0.55 | ||
| 10.0 | 0.72 | ||
| 11.0 | 0.976 | ||
| 12.0 | 1.216 | ||
| 13.0 | 1.44 | ||
| 14.0 | 1.6 | ||
| 15.0 | 1.644 | ||
| 16.0 | 1.74 | ||
| 17.0 | 1.71 | ||
| 18.0 | 1.71 |
Manual Regression Results
| Equation | Space | Params | A + Bx | log | A=-3.06789,B=0.270108 |
|---|
Proxy Models (4)
| Model | Params | RMSE | Note | ||
|---|---|---|---|---|---|
| Gompertz | A=, λ=, μ max.= | goto | |||
| Baranyi | h0=0.547549, m=2.07477, μ max.=0.38765, v=0.213276, y0=-2.909936, ymax=1.260835 | 0.01367 | goto | download .csv | |
| Logistics | A=3.887079, λ=1.041116, μ max.=0.334996 | 0.05834 | goto | download .csv | |
| Richards | A=1.700469, λ=7.363912, μ max.=0.306611, v=2.868603 | 2.2507 | goto | download .csv |
Click here for the definition of RMSE
Root Mean Square Error (RMSE):
For more information: link to Wikipedia article