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Here we make Predictions of car purchase by customer using Machine Learning algorithms.

License: MIT License

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machine-learning numpy matplotlib pandas social-media eda feature-scaling scikit-learn logistic-regression seaborn confusion-matrix knn decision-tree-classifier random-forest-classifier svm-classifier gaussian naive-bayes-classifier python

customer-car-purchase-prediction's Introduction

Customer-Car-Purchase-Prediction

Here we make Predictions of car purchase by customer using Machine Learning algorithms.

Here we used Social_network_Ads dataset which providing information regarding the person's age and estimated salary & if he/she is interested in buying a car by watching an advertisement on Social Network.(yes=1,No=0). we will predict that what are the chances of new person of some age to be interested in buying car by watching the same Social Media Advertisement.

##Conclusion: Among all implemented algorithms , Support Vector Machine(SVC) and KNN perform well on Social Media dataset. Accuracy of KNN and SVM : 93%

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