Modify the forward selection process of greedy algorithm #12
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
对备选特征做前向选择,即依次挑选特征加入训练集,如果得分高于当前最高分,则迭代最高分和特征集合,然后在迭代后的特征集合上继续执行前向选择。
但是您的贪心前向选择过程中,每次使用的是基本特征(selectcol = self._Startcol[:]),如果第一次选择的特征所获得的增益最大的话,那么后续特征将无法加入到当前的特征集合中,前向选择将失效。