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nlpworks's Introduction

Python-NLP

这里面所有的代码都是给人打工写的... 工作就是验证各种算法的词向量的效果,

-验证数据集:

DBPedia 数据库

-验证方法:

包括但不限于验证不同Ontology的Entities的可分性。

算法包括:

rbf-svm

linear-svm

randomforest

naive-bayes

kmeans

...

(总之算法本身只是调用sklearn,参数默认,没什么意思...)

(聚类算法模拟分类时,将聚类得到的多个子类做正负划分,寻找到MCC指标最高的划分,把这个结果视为聚类算法的预测)

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