Customisable method of data filtering
AssigneeChatterbox Labs Limited
InventorsStuart Battersby, Danny Coleman, Henrique Nunes, Zheng Yuan
Life of this patent
Estimating the term…
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.
Claims21
A device for classifying data, the device comprising a controller configured to:
- receive data;
- prepare the data for input into a first machine learning classifier according to a first method;
- classify the data into a first class or a second class using the first machine learning classifier;
- and
- if the data is classified into the second class:
- prepare the data for input into a second machine learning classifier according to a second method;
- and
- classify the data into one of a third class and a fourth class using the second machine learning classifier,
- wherein the first and second machine learning classifiers have their own predefined sets of rules for classifying data, and
- wherein the first and second methods of preparing the data are different.
A method of classifying data, the method being implemented by a device comprising a controller, the controller configured to perform the method comprising:
- receiving data;
- preparing the data for input into a first machine learning classifier according to a first method;
- classifying the data into a first class or a second class using the first machine learning classifier;
- and
- if the data is classified into the second class:
- preparing the data for input into a second machine learning classifier according to a second method;
- and
- classifying the data into one of a third class and a fourth class using the second machine learning classifier,
- wherein the first and second machine learning classifiers have their own predefined sets of rules for classifying data, and
- wherein the first and second methods are different.
Dependencies are inferred from the claim text.