README.md

Machine Learning Strategy Model

This is a Machine Leanrning Model used to find a marketing strategy from the dataset found on kaggle (attached) as part of a private competition.

@misc{marketing-strategy-personalised-offer, author = {Balaji SPK, swarnim soni},title = {Marketing Strategy - Personalised Offer}, publisher = {Kaggle}, year = {2022},url = {https://kaggle.com/competitions/marketing-strategy-personalised-offer}}

Libraries Used:

• Pandas & Numpy Data analysis/Preprocessing
• Skcikit Learn Data Preprocessing, Model fitting

Classification Models Used:

GradientBoostingClassifier RandomForestClassifier BaggingClassifier AdaBoostClassifier VotingClassifier LogisticRegressionCV KNeighborsClassifier MultinomialNB SVC DecisionTreeClassifier MLPClassifier

> Maximum Accuracy : 0.63442

> Rank (Public) : 47/374

> Rank (Private) : 81/374