Once the training is finished, you birey see the results. The most important value to check is the Accuracy. The higher the Accuracy the better the algorithm’s performance.
Place the board again on your table, and record the gas composition for another 30 minutes. Put the container with the coffee far away, so it doesn’t interfere with the recording.
Once you are finished with your Measurement Session, you birey just power off the board by unplugging the USB cable.
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Connect the BME Board to power and place the board on your table. Always be careful hamiş to touch the sensors with your fingers while handling the board.
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Below the plot, there are already four Specimens defined – one that started with powering on the board, and three that started when we pressed the buttons during measurement.
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At the same time, the upper right and lower left quadrants should be light blue and have a low number, since these numbers indicate how often the algorithm made the wrong prediction. The upper right quadrant tells you how often the algorithm falsely predicted “Uygun Air”, when in fact it was “Coffee”. And the lower left quadrant tells you how often the algorithm predicted “Coffee”, when it actually was “Uygun Air”.
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However, it won’t be able to predict other data that is slightly different. To make the algorithm more robust, you could record additional coffee blends or other smells, like tea or juices. In short: always make sure to record enough data with a bit of variance.
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