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Why ANN Can’t Be Used In Sequential Data?
Why ANN Can’t Be Used In Sequential Data? Table Of Contents: Input Text Having Varying Size. Zero Padding – Unnecessary Computation. Prediction Problem On Different Input Length. Not Considering Sequential Information. Reason-1:Input Text Having Varying Size. In real life, input sentences will have different word counts. Suppose you make an ANN having the below structure. It has 3 input nodes. Our first sentence contains 6 words, hence the weight metrics will be 6 * 3 structure. The second sentence contains 3 words hence the weight metrics will be 3 * 3 structure. The third sentence contains 4 words hence the weight
