Single-class classification method and classifier based on fuzzy reasoning
A technology of fuzzy reasoning and classification methods, applied in the field of pattern recognition, can solve problems such as poor recognition effect and long training time, and achieve the effect of reducing dimensionality, good classification effect, and improving training speed
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[0036] The present invention provides an embodiment of a single-class classification method based on fuzzy inference, in order to enable those skilled in the art to better understand the technical solutions in the embodiments of the present invention, and to enable the above-mentioned objectives, features and advantages of the present invention More obvious and easy to understand, the technical solution of the present invention will be further described in detail below in conjunction with the accompanying drawings:
[0037] A single-class classification method based on fuzzy inference, including:
[0038] Step one S101, data processing and forming a target rule set; the data processing and forming a target rule set include: judging the data dimension, fuzzifying the feature vector, generating and correcting the fuzzy rule set;
[0039] Step two S102, generate a test sample rule set by processing the samples of the test set through the same mapped data;
[0040] Step 3: S103: Compare a...
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