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--Contact Details--
Name: Kristian Callaghan
Institution: University of Bath, Dept. Electronic and Electrical Engineering
Email: KMSC20@bath.ac.uk
Date: October 2024

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--Overview--
Dataset containing all spectral data and ripeness stage labels for tests 2, 3 & 5 only.

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--Contents--

/Spect_x_test.csv:
CSV file containing cleaned data from the Sparkfun TRIAD AS7265x Spectrometer for tests 2, 3 & 5 for ML testing purposes.
This file contains 30% of all recorded data and is class balanced.
A header row is included. The first column is the index column and does not have a header.
Each row represents an instantaneous reading of the Sparkfun TRIAD AS7265x Spectrometer at a point in time and is given
a unique index number in the index column. The index number corresponds to the labels in Spect_y_test.csv.
The header row titles are defined at the bottom of this ReadMe.

/Spect_x_train.csv:
CSV file containing cleaned data from the Sparkfun TRIAD AS7265x Spectrometer for tests 2, 3 & 5 for ML training purposes.
This file contains the 70% of all recorded data NOT present in Spect_x_test.csv, and is class balanced.
A header row is included. The first column is the index column and does not have a header.
Each row represents an instantaneous reading of the Sparkfun TRIAD AS7265x Spectrometer at a point in time and is given
a unique index number in the index column. The index number corresponds to the labels in Spect_y_train.csv.
The header row titles are defined at the bottom of this ReadMe.

/Spect_y_test.csv:
CSV file containing the labels for data from tests 2, 3 & 5 for ML testing purposes.
The labels in this file correspond to the data in Spect_x_test.csv and are class balanced.
Two columns are included. An unlabelled index column and the label column, where the labels are integer values from 1 to 5
corresponding to ripeness stages for each instantaneous sensor reading.
Please refer to the associated publication for explanations of the ripeness stages and how they are derived.

/Spect_y_train.csv:
CSV file containing the labels for data from tests 2, 3 & 5 for ML training purposes.
The labels in this file correspond to the data in Spect_x_train.csv and are class balanced.
Two columns are included. An unlabelled index column and the label column, where the labels are integer values from 1 to 5
corresponding to ripeness stages for each instantaneous sensor reading.
Please refer to the associated publication for explanations of the ripeness stages and how they are derived.


***** Header Row Definitions *****

"SpA410"    = Spectral band A (410 nm) reading from the Sparkfun TRIAD AS7265x Spectrometer.
"SpB435"    = Spectral band B (435 nm) reading from the Sparkfun TRIAD AS7265x Spectrometer.
"SpC460"    = Spectral band C (460 nm) reading from the Sparkfun TRIAD AS7265x Spectrometer.
"SpD485"    = Spectral band D (485 nm) reading from the Sparkfun TRIAD AS7265x Spectrometer.
"SpE510"    = Spectral band E (510 nm) reading from the Sparkfun TRIAD AS7265x Spectrometer.
"SpF535"    = Spectral band F (535 nm) reading from the Sparkfun TRIAD AS7265x Spectrometer.
"SpG560"    = Spectral band G (560 nm) reading from the Sparkfun TRIAD AS7265x Spectrometer.
"SpH585"    = Spectral band H (585 nm) reading from the Sparkfun TRIAD AS7265x Spectrometer.
"SpR610"    = Spectral band R (610 nm) reading from the Sparkfun TRIAD AS7265x Spectrometer.
"SpI645"    = Spectral band I (645 nm) reading from the Sparkfun TRIAD AS7265x Spectrometer.
"SpS680"    = Spectral band S (680 nm) reading from the Sparkfun TRIAD AS7265x Spectrometer.
"SpJ705"    = Spectral band J (705 nm) reading from the Sparkfun TRIAD AS7265x Spectrometer.
"SpT730"    = Spectral band T (730 nm) reading from the Sparkfun TRIAD AS7265x Spectrometer.
"SpU760"    = Spectral band U (760 nm) reading from the Sparkfun TRIAD AS7265x Spectrometer.
"SpV810"    = Spectral band V (810 nm) reading from the Sparkfun TRIAD AS7265x Spectrometer.
"SpW860"    = Spectral band W (860 nm) reading from the Sparkfun TRIAD AS7265x Spectrometer.
"SpK900"    = Spectral band K (900 nm) reading from the Sparkfun TRIAD AS7265x Spectrometer.
"SpL940"    = Spectral band L (940 nm) reading from the Sparkfun TRIAD AS7265x Spectrometer.

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--Citation--


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