More Details on datset and data used - https://data.world/deviramanan2016/nki-breast-cancer-data
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This notebook contains various classification models built on given NKI Breast Cancer data.
Built Models-
- RANDOM FOREST CLASSIFIER
- SUPPORT VECTOR CLASSIFIER
- STOCHASTIC GRADIENT DESCENT CLASSIFIER
Techniques/Approaches Used -
- GRID SEARCH CROSS VALIDATION
- EDA
- Variable Analysis
- Handling Missing Values, Null Values, Outliers etc.