Computing system with multi-class classifiers mechanism and method of operation thereof
AssigneeSamsung Electronics Co., Ltd.
InventorsJustin Martineau, Doreen Cheng
Life of this patent
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Abstract
A computing system includes: a first communication unit configured to receive a feature within a data object; and a control unit, coupled to the first communication unit, configured to: calculate a feature weight of the feature for each classes, generate a model vector for each of the classes based on the feature weight, calculate a spread feature score based on the model vector, a spread parameter, or a combination thereof for changing a spread distance amongst a plurality of the feature weight.
Claims20
A computing system comprising:
- a first communication unit configured to receive a feature within a data object;
- and
- a control unit, coupled to the first communication unit, configured to:
- calculate a feature weight of the feature for each classes,
- generate a model vector for each of the classes based on the feature weight, and
- calculate a spread feature score based on the model vector, a spread parameter, or a combination thereof for changing a spread distance amongst a plurality of the feature weight.
A method of operation of a computing system comprising:
- calculating a feature weight of the feature for each classes with a control unit;
- generating a model vector for each of the classes based on the feature weight;
- and
- calculating a spread feature score based on the model vector, a spread parameter, or a combination thereof for changing a spread distance amongst a plurality of the feature weight.
A non-transitory computer readable medium comprising:
- calculating a feature weight of the feature for each classes;
- generating a model vector for each of the classes based on the feature weight;
- and
- calculating a spread feature score based on the model vector, a spread parameter, or a combination thereof for changing a spread distance amongst a plurality of the feature weight.
Dependencies are inferred from the claim text.