数据分析：基于微生物species水平的CRC病人的机器学习分类模型

前沿

最近参考了乳腺癌机器学习分类器文章，自己修改了下适合CRC结直肠癌病人肠道微生物的分类模型。具体可以到这里 https://zouhua.top/post/

个人博客

详细地址和说明如下：

• Rmarkdown 1: Downloading data.

• Notebook 2: Identifying the problem and Getting data.

• Notebook 3 Exploratory Data Analysis.

• Notebook 4 Pre-Processing the data.

• Notebook 5 Differential Analysis.

• Notebook 6 Predictive model using Support Vector Machine.

• Notebook 7: Optimizing the Support Vector Classifier.

• Notebook 8: Comparison between different classifiers.

• Notebook 9: Predictive model using Random Forest.

• dataset: The input and output dataset.