diff --git a/README.md b/README.md new file mode 100644 index 0000000..4485b88 --- /dev/null +++ b/README.md @@ -0,0 +1,15 @@ +Lung Cancer Prediction Flask App +Overview +This repository contains a Flask web application for predicting lung cancer using a machine learning model. The model is built using the Random Forest classifier algorithm and is trained on a dataset containing various features relevant to lung cancer diagnosis. + +Features +Lung Cancer Prediction: The app predicts the likelihood of lung cancer based on input features such as age, smoking history, and other medical parameters. +User-friendly Interface: A simple and intuitive interface allows users to input data and get predictions easily. +Machine Learning: Utilizes the Random Forest algorithm for accurate and reliable predictions. + +Dataset +The model is trained on a dataset containing features such as age, gender, smoking history, and other medical factors. The dataset is preprocessed and used to train a Random Forest classifier, which forms the basis of the prediction model. + +Model +Algorithm: Random Forest Classifier +Accuracy: [Include accuracy if known]