We are building a data analytic model that uses public dataset for analyzing whether the patient is suffering from the cancer has which type of tumors. There are basically two different types of tumor.
- Benign : This type of tumor is generally not harmful for the patient, and if the tumor stars increasing in nearby future then it can be removed easily.
- Malignant : This type of tumor is generally harmful for the patient and can grew aggresively around the surrounding tissues.
Our analytic model depends on variuos parameters, in our case the parameters are :
- texture_mean - if the value is greater than or equal to 15 than it falls into this category
- texture_worth - if the value is greater than or equal to 16 than it falls into this category.