文件名称:数据挖掘和机器学习经典算法
文件大小:5.47MB
文件格式:RAR
更新时间:2012-08-21 16:06:01
AdaBoost RankSVM AdaRank RankBoost PRank
收集到的很全,很经典的有关机器学习的经典算法和理论的论文,个人收藏,必为经典! 此压缩包内涵盖了多篇经典的机器学习算法论文,保管您下载了这个论文集合就不用再苦苦寻找其他的同类算法的论文!
【文件预览】:
Important
----Advances in Large Margin Classifiers.pdf(4.22MB)
----FRank-A Ranking Method with Fidelity Loss(FRank).pdf(295KB)
----Adapting Ranking SVM to Document Retrieval(RankSVM).pdf(393KB)
----Pranking with Ranking(PRank).pdf(204KB)
----A decision-theoretic generalization of on-line learning and an application to boosting(AdaBoost).pdf(137KB)
----AdaRank-A Boosting Algorithm for Information Retrieval(AdaRank).pdf(865KB)
----An Efficient Boosting Algorithm for Combining Preferences(RankBoost).pdf(383KB)
----Learning to Rank From Pairwise Approach to Listwise Approach(ListNet).pdf(128KB)
----Learning to Rank using Gradient Descent(RankNet).pdf(169KB)