https://github.com/adilrasheed139/breast-cancer-prediction-ml-project

https://github.com/adilrasheed139/breast-cancer-prediction-ml-project

Last synced: 3 months ago
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• Host: GitHub
• URL: https://github.com/adilrasheed139/breast-cancer-prediction-ml-project
• Owner: adilrasheed139
• Created: 2024-05-06T17:19:26.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2024-05-18T18:28:44.000Z (about 1 year ago)
• Last Synced: 2025-01-11T19:50:46.759Z (5 months ago)
• Language: Jupyter Notebook
• Size: 3.74 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Author: Adil Rasheed

# 🦀 Breast Cancer Prediction Using Machine Learning.

# Models with Accuracy Percentage:

| Model Name           | Score | Accuracy Score | Accuracy Percentage |

|----------------------|-------|----------------|---------------------|

| RandomForestClassifier | 0.992126 | 0.925532 | 92.55% |

| SVC                  | 0.923885 | 0.914894 | 91.49% |

| LogisticRegression   | 0.916010 | 0.909574 | 90.96% |

| DecisionTreeClassifier | 1.000000 | 0.909574 | 90.96% |

# Deploy and check the results:

![Alt text](https://github.com/adilrasheed139/Breast-Cancer-Prediction-ML-Project/blob/main/Result.jpg)

**Table Of Content**

1. Gathering Data

2. Exploratory Data Analysis

3. Data Visualizations

4. Model Implementation.

5. ML Model Selecting and Model PredPrediction

6. HyperTunning the ML Model

7. Deploy Model