Hello,
I have worked on the Boston dataset before and can surely produce most optimized solution in the language of your choice. I'll also prepare a doc for you to present the results better. Going by my experience, XGBoost and SVM will perform best for the Boston data set.
MORE ABOUT ME:
I am Prajwal Bhatt, a pre-final year student at IIT Roorkee. I am a creative, flexible and focused individual who is passionate about Data Science, Natural Language Processing and the entire Analytics space. I have acquired knowledge of R programming, Python, Weka and C++. Further, I have an exposure to Machine Learning algorithms like Regression, Decision Trees, Classification & Clustering algorithms etc. I have experience of working as a data science intern in five companies/start-ups before; Razorpay, Loanmeet, Vamanetra Digihealth, Gyandhan and KUAI (Isarel, Remote intern).
Regards,
Prajwal Bhatt