CUSTOMISABLE METHOD OF DATA FILTERING
First Claim
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1. A device for classifying data, the device comprising a controller configured to:
- receive data;
classify the data into a first class or a second class using a first machine learning classifier; and
if the data is classified into the second class, classify the data into one of a third class and a fourth class using a second machine learning classifier,wherein the first and second machine learning classifiers have their own predefined sets of rules for classifying data.
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Abstract
There is provided a device and method for classifying data. The device comprises a controller configured to receive data, classify the data into a first class or a second class using a first machine learning classifier, and if the data is classified into the second class, classify the data into one of a third class and a fourth class using a second machine learning classifier. The first and second machine learning classifiers have their own predefined sets of rules for classifying data.
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Citations
23 Claims
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1. A device for classifying data, the device comprising a controller configured to:
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receive data; classify the data into a first class or a second class using a first machine learning classifier; and if the data is classified into the second class, classify the data into one of a third class and a fourth class using a second machine learning classifier, wherein the first and second machine learning classifiers have their own predefined sets of rules for classifying data. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11)
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12. A method of classifying data, the method being implemented by a device comprising a controller, the method comprising the controller:
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receiving data; classifying the data into a first class or a second class using a first machine learning classifier; and if the data is classified into the second class, classifying the data into one of a third class and a fourth class using a second machine learning classifier, wherein the first and second machine learning classifiers have their own predefined sets of rules for classifying data. - View Dependent Claims (13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23)
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Specification