Large Data analysis assessment method
Effectiveness and efficiency (in a classification model as an example)
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effect
- Accuracy
- Unlabeled data model do make judgments in the correct proportions
- example:
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- Recall
- It is the number of samples for a category, the model correctly judge the proportion of the total number of such samples
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- F value
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- Accuracy
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effectiveness
- time complexity
- Space complexity
- Throughput
- Speedup ratio