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Simple but effective explainable text classication with tensorflow

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Explainable Text Classification

Simple but effective explainable test classication by taking the gradients of an embedding text input with respect to the output.

The higher the gradient of a single word, the more influence it had on the output; if the output probability is > 0.5, the rating is considered positive, and below that, negative.

Examples:







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Simple but effective explainable text classication with tensorflow

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