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linziyingzz / Peace-agreement

G12's repositories for mining possible pattern between peace agreements data and conflicts data
MIT License
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Dimensionality reduction #1

Closed Xiaoying1998 closed 3 years ago

Xiaoying1998 commented 3 years ago
  1. Select three or four types of conflicts as features.
  2. Reduce the high dimension data to two-dimension for later visualization.
Xiaoying1998 commented 3 years ago

I will start with the first step by choosing some types of conflicts that are server or dangerous as features.

Xiaoying1998 commented 3 years ago

Four types of conflicts selected: violence (violence against civilians and remote violence), battle, riot.

zhoulingcc commented 3 years ago

Maybe it is available to use random forest algorithm to select the few features of greatest correlation, and then use the PCA algorithm to implement dimension reduction.