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dpkg
dpkg is a package that collects functions frequently used in recommendation algorithms.
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apk
Computes the average precision at k. This function computes the average prescision at k between two lists of items.
Parameters
- actual : list
A list of elements that are to be predicted (order doesn't matter)
- predicted : list
A list of predicted elements (order does matter)
- k : int, optional
The maximum number of predicted elements
Returns
- score : double The average precision at k over the input lists
mapk
Mean Average Precision (mAP) is commonly used to analyze the performance of object detection and segmentation systems.
Parameters
- apk_list : list
A list of apk scores
Returns
- score : Mean average precision score of input apk lists
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