Qian Yan

Zui Jin Kai Shi Ru Shou Xue Xi AIJi Zhu ,Ji Hua Cong <> Kai Shi ,Zai Wo De Li Jie Li ,Ji Qi Xue Xi De Nei Rong ,Ben Zhi Shang Jiu Shi Zai Xue Xi Yi Xi Lie Suan Fa .

Can Kao Shu Ji :

• <> . Peter Harrington

Xue Xi Da Gang

Tan Dao Ji Qi Xue Xi ,Dui Hen Duo De Suan Fa ,Mei Ge Suan Fa Du Te Ding De Jie Jue Mou Xie Wen ,Yin Ci Ji Hua Dui Ge Ge Zhu Liu Suan Fa Jin Xing Yi Fan Xue Xi ;

Ru Guo Yao Fen Lei De Hua ,Zhe Li Zan Shi Zhe Yang Hua Fen ,Da Gai Wei Jie Xia Lai De Xue Xi Zuo Yi Xie Pu Dian :

Yi , Fen Lei Suan Fa :Fen Lei

Fen Lei Fang Fa Shi Yi Chong Dui Chi San Xing Sui Ji Bian Liang Jian Mo Huo Yu Ce De Jian Du Xue Xi Suan Fa . Shi Yong An Li Bao Gua You Jian Guo Lu , Jin Rong Qi Zha He Yu Ce Gu Yuan Yi Dong Deng Shu Chu Wei Lei Bie De Ren Wu .

• k-Lin Jin Suan Fa (kNN)
• Jue Ce Shu :CART, Sui Ji Sen Lin , Ti Du Ti Sheng Shu
• Po Su Xie Bei Si Suan Fa (NB)--Gai Lu Lun
• LogisticsHui Gui
• Zhi Chi Xiang Liang Ji (SVM)
• AdaBoostSuan Fa
• Fen Lei Shu
• Shen Du Xue Xi

Er , Hui Gui Suan Fa :Yu Ce

Hui Gui Fang Fa Shi Yi Chong Dui Shu Zhi Xing Lian Xu Sui Ji Bian Liang Jin Xing Yu Ce He Jian Mo De Jian Du Xue Xi Suan Fa . Shi Yong An Li Yi Ban Bao Gua Fang Jie Yu Ce , Gu Piao Zou Shi Huo Ce Shi Cheng Ji Deng Lian Xu Bian Hua De An Li .

• Xian Xing Hui Gui Suan Fa (LASSO, Ridge He Elastic-Net)
• Hui Gui Shu (Jue Ce Shu De Yi Chong ):RF, GBM
• Shen Du Xue Xi :Juan Ji , drop-out
• Zui Jin Lin Suan Fa

San , Ju Lei Suan Fa :Ju Lei , Zi Ran Ji Qun

Ju Lei Shi Yi Chong Wu Jian Du Xue Xi Ren Wu ,Gai Suan Fa Ji Yu Shu Ju De Nei Bu Jie Gou Xun Zhao Guan Cha Yang Ben De Zi Ran Zu Qun (Ji Ji Qun ). Shi Yong An Li Bao Gua Xi Fen Ke Hu , Xin Wen Ju Lei , Wen Zhang Tui Jian Deng .

• KJun Zhi Ju Lei Suan Fa
• AprioriSuan Fa
• Affinity Propagation Ju Lei
• FP-growthSuan Fa
• Ceng Ci Ju Lei (Hierarchical / Agglomerative)
• DBSCAN