A dimensionality reduction using principal component analysis (PCA) is achievable in nuclear power plant.
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PCA reduces the complexity of any classifier used for event classification.
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Adaptive neuro fuzzy inference system (ANFIS) works in acceptable range for such classification.
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PCA along with ANFIS improves the overall performance of ANFIS for event classification.
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Multiple ANFIS gives better performance over single ANFIS when the number of classes is more.
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