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Updated 4 years ago
# Bhavesh NaiduHaberman’s data Description
Haberman’s data set contains data from the study conducted in University of Chicago’s Billings Hospital
between year 1958 to 1970 for the patients who undergone surgery of breast cancer.
source : https://www.kaggle.com/gilsousa/habermans-survival-data-set
Attribute Information:
- Age of patient at time of operation (numerical)
- Year in which patient was undergone surgery (year - 1900, numerical)
- Number of positive axillary nodes detected (numerical) https://en.wikipedia.org/wiki/Lymph_node
- Survival status (class attribute)
- 1 = the patient survived 5 years or longer
- 2 = the patient died within 5 year
objective
Classify a new patient as belonging to one of the 2 classes given the 3 features.
# Importing necessary librarys
import pandas as pd
import numpy as np
import seaborn as sns
import matplotlib.pyplot as plt