Review : Small changes in Dataset content
The bold text denotes the suggested changes.
in the attributes section, do not use parenthesis to enclose 'continuous' and integers, use a sentence to explain what is meant. avoid parenthesis in this section altogether. explicitly put in words what you are trying to say.
There is a sentence in "bold and italics", it is not clear, simplify it.
The data given to you is extracted from images that were taken for the evaluation of an authentication procedure for banknotes. Data was extracted from images that were taken from genuine and forged banknote-like specimens. For digitization, an industrial camera which is popular for print inspection was used. The final images are 400 by 400 in dimensions .
Due to the object lens and distance to the investigated object gray-scale pictures with a resolution of about 660
dpi were gained.
Wavelet Transformation tools were used to extract features from images.
The attributes included in the dataset are:
-
Variance of Wavelet Transformed image (continuous)
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Skewness of Wavelet Transformed image (continuous)
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Curtosis of Wavelet Transformed image (continuous)
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Average Information of image (continuous)
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Class (integer) (
0
if note is forged and1
if it is genuine) To know about Skewness and Curtosis click here.