Machine learning classifier for cancer tissues 🔬

Machine learning is widely used in bioinformatics and particularly in breast cancer diagnosis. In this project, certain classification methods such as K-nearest neighbors (K-NN) and Support Vector Machine (SVM) which is a supervised learning method to detect breast cancer are used.

simple tutorial on Machine Learning with Scikitlearn

breast cancer feature selection using binary particle swarm optimization

Implementation of SVM Classifier To Perform Classification on the dataset of Breast Cancer Wisconin; to predict if the tumor is cancer or not.

This project is to test classification algorithms wrote from scratch in python using only numpy. Algorithms wrote in this project: KNN, Logistic Regression and Naive Bayes classifier.

Breast Cancer Wisconsin (Diagnostic) Prediction Using Various Architecture, though XgBoost Classifier out performed all

This analysis aims to observe which features are most helpful in predicting malignant or benign cancer and to see general trends that may aid us in model selection and hyper parameter selection.

Here I tried various Machine Learning algorithms on different cancer's dataset present in CSV format.

This project is a part of research on Breast Cancer Diagnosis with Machine Learning algorithm using data-driven approaches. The final outcomes of the research were later published at an IEEE Conference and added to IEEE Xplore Digital Library.

Using the Knn algorithm, it detects whether the tumor is benign or malignant in people diagnosed with breast cancer.

Breast Cancer Prediction Web API

Flyweight data mining with R

Python feed-forward neural network to predict breast cancer. Trained using stochastic gradient descent in combination with backpropagation.

Breast Cancer Detection

Classifying breast cancer using knn, svm , naive bayes and decision trees on Matlab

Prediction of breast cancer using Random Forest Classification on the Wisconsin Breast Cancer Dataset. Implemented with Streamlit.

The aim of the project, to determine whether the breast cancer cell is malignant or benign.I got the dataset from Kaggle.

Prediction of Benign or Malignant Cancer Tumors

Make predictions for breast cancer, malignant or benign using the Breast Cancer data set