The task in this repository is to perform Exploratory Data Analysis on Habermans Cancer Survival Dataset. At the end of this, we will have an idea about a patient's 5 years survival rate given that he already has been detected with a positive Axillary lymph nodes.
More information about the dataset.
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Title: Haberman's Survival Data
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Sources: (a) Donor: Tjen-Sien Lim (limt@stat.wisc.edu) (b) Date: March 4, 1999
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Relevant Information: The dataset contains cases from a study that was conducted between 1958 and 1970 at the University of Chicago's Billings Hospital on the survival of patients who had undergone surgery for breast cancer.
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Number of Instances: 306
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Number of Attributes: 4 (including the class attribute)
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Attribute Information:
- Age of patient at time of operation (numerical)
- Patient's year of operation (year - 1900, numerical)
- Number of positive axillary nodes detected (numerical)
- Survival status (class attribute) : 1 = the patient survived 5 years or longer and 2 = the patient died within 5 year
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Download from: https://www.kaggle.com/gilsousa/habermans-survival-data-set