Personalized Cancer Diagnosis --Tulasi Ram
Exploratory Data Analysis and all machine learning models
What is business problem we needed to solve?
Let us discuss briefly about data and business problem.Because it is very important to understand the business problem we are solving.
When a patient seems to have a cancer ,we take a cancer tumor from the patient and we go through genetic sequencing of DNA of tumor.Once sequenced ,a cancer tumor can have thousands of genetic mutations.Here briefly a ‘mutation’ is small change in gene which causes cancer.One more important thing is for every gene there is a variation associated with it.Now with the help of gene and variation we have to classify which class(total we have 9 classes) it belongs to.Only some classes belongs to cancer.