Method of analysing a representation of a separation pattern
First Claim
1. A method of performing operations, in a computing device, on protein samples for the analysis of a representation of a separation pattern, the representation including a neighborhood representing a region of the separation pattern, the neighborhood including a plurality of data points relating to the protein samples, the method comprising using a computer to perform:
- augmenting data by representing the entire region using each data point of the neighborhood; and
building a classification model using some or all of the data points.
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Abstract
The invention relates principally to the statistical analysis of protein separation patterns. The invention solves the problems associated with producing models which are predictive of classification using unreduced data. The invention provides a method of analysing a representation of a separation pattern, the representation including a neighborhood representing a region of the separation pattern, the neighborhood including a plurality of data points, the method comprising augmenting data by representing the entire region using each data point of the neighborhood; and building a classification model using some or all of the data points.
38 Citations
29 Claims
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1. A method of performing operations, in a computing device, on protein samples for the analysis of a representation of a separation pattern, the representation including a neighborhood representing a region of the separation pattern, the neighborhood including a plurality of data points relating to the protein samples, the method comprising using a computer to perform:
- augmenting data by representing the entire region using each data point of the neighborhood; and
building a classification model using some or all of the data points. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11)
- augmenting data by representing the entire region using each data point of the neighborhood; and
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12. A method of analyzing, in a computing device, a representation of a separation pattern, the representation including a neighborhood representing a region of the separation pattern, the neighborhood including a plurality of data points, the method comprising using a computer to perform:
- augmenting data by representing the entire region using each data point of the neighborhood; and
building a classification model using some or all of the data points. - View Dependent Claims (13, 14, 15, 16, 17, 18, 19, 20, 21, 22)
- augmenting data by representing the entire region using each data point of the neighborhood; and
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23. Apparatus for performing operations on protein samples for the analysis of a representation of a separation pattern, the representation including a neighborhood representing a region of the separation pattern, the neighborhood including a plurality of data points, the apparatus comprising means for augmenting data by representing the entire region using each data point of the neighborhood;
- and building a classification model using some or all of the data points.
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24. Apparatus for analyzing a representation of a separation pattern, the representation including a neighborhood representing a region of the separation pattern, the neighborhood including a plurality of data points, the apparatus comprising means for augmenting data by representing the entire region using each data point of the neighborhood;
- and building a classification model using some or all of the data points.
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25. A non-transitory computer-readable medium having computer executable instructions for performing a method of performing operations on protein samples for the analysis of a representation of a separation pattern, the representation including a neighborhood representing a region of the separation pattern, the neighborhood including a plurality of data points, the method comprising augmenting data by representing the entire region using each data point of the neighborhood;
- and building a classification model using some or all of the data points.
- View Dependent Claims (26, 27, 28, 29)
Specification