krashnagurme / classification_rf_svc_sgd

This repository contains various classification models.

Classification - RFC, SVC, SGDC.

A. Notebook - NKI Breast Cancer Study Classification

More Details on datset and data used - https://data.world/deviramanan2016/nki-breast-cancer-data

• This notebook contains various classification models built on given NKI Breast Cancer data.

  Built Models-

  1. RANDOM FOREST CLASSIFIER
  2. SUPPORT VECTOR CLASSIFIER
  3. STOCHASTIC GRADIENT DESCENT CLASSIFIER

  Techniques/Approaches Used -

  1. GRID SEARCH CROSS VALIDATION
  2. EDA
  3. Variable Analysis
  4. Handling Missing Values, Null Values, Outliers etc.