Maximum Size Summer House Without Planning Permission The former is a multi class classification error i e the proportion of incorrectly classified images the latter is the main evaluation criterion used in ILSVRC and is computed
2011 1 One of the evaluation method for ImageNet Competition classify 1 000 categories images is top 5 error what does that mean
Maximum Size Summer House Without Planning Permission
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The Top 1 accuracy for this is 5 correct out of 8 62 5 Now suppose I also list the rest of the classes the model predicted in descending order of their probabilities the
But Top 1 Accuracy is defined as TP FN TP where we only look at the 1st guess ignoring others Similarly Top N Accuracy is defined as TP FN TP where we only S top e S top S top S top
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This is the same as 1 the fraction of misclassified cases or 1 the error rate Both terms may be sometimes used in a more vague way however and cover different things Thanks for contributing an answer to Cross Validated Please be sure to answer the question Provide details and share your research
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