In this exercise, you will be allowed to share with other class members – remember to submit your own powerpoint with your name on it. 1. Analyze the Titanic Data – this is a good reference: https://www.kaggle.com/hillabehar/titanic-analysis-with-r 2) Focus on visualizing the effectiveness and method of each algorithm, Compare 5 Machine Learning Algorithms and summarize them in a powerpoint alongwith the code Logistic Regression: The assumptions were met and the accuracy of the best model is 0.8539 Linear SVM: Scaled some features and gained an accuracy of 0.8764 Non-linear Radial SVM: Scaled some features and secured the highest accuracy of 0.8820 Random Forest: Gained an accuracy of 0.8427 and 10-fold cross validation did not improve the model accuracy Naive Bayes: Gained an accuracy of 0.8427 which is identical to the Random Forest accuracy. References https://www.analyticsindiamag.com/solving-the-titanic-ml-survival-problem-using-random-forest-vs-neural-networks-on-tensorflow-which-one-is-better/ https://www.kaggle.com/thilakshasilva/predicting-titanic-survival-using-five-algorithms. Remember to submit your response as a powerpoint
https://helpmewriteessay.xyz/wp-content/uploads/2021/08/whatsapp-logo-300x115.jpeg 0 0 First class essays https://helpmewriteessay.xyz/wp-content/uploads/2021/08/whatsapp-logo-300x115.jpeg First class essays2022-04-21 03:05:262022-04-21 03:05:26In this exercise, you will be allowed to share with other class members - remember to submit your own powerpoint with your name on it.