Stroke-Prediction

this project contains a full knowledge discovery path on stroke prediction dataset. list of steps in this path are as below:

exploratory data analysis available in P2.ipynb
data preprocessing (takeing care of missing data, outliers, etc.) available in preparation.ipynb
preparing two new datasets of cleaned data, one for people 18 to 90 years old and one for 18 to 75 years old available in preparation.ipynb
training and testing models available in models.ipynb
evaluation and error analysis available in models.ipynb

we hope to help people in danger of brain stroke, so far based on this dataset we can inform 83% of stroke victims beforehand.

Name		Name	Last commit message	Last commit date
Latest commit History 24 Commits
LICENSE		LICENSE
P1.ipynb		P1.ipynb
P2.ipynb		P2.ipynb
P4_NeuralNetwork.ipynb		P4_NeuralNetwork.ipynb
P4_RandomForest.ipynb		P4_RandomForest.ipynb
P4_Tree.ipynb		P4_Tree.ipynb
README.md		README.md
Untitled10.ipynb		Untitled10.ipynb
models.ipynb		models.ipynb
naiveBayes_regression_SVM_NN.ipynb		naiveBayes_regression_SVM_NN.ipynb
preparation.ipynb		preparation.ipynb
prepared_data.csv		prepared_data.csv
prepared_data_75.csv		prepared_data_75.csv

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