• MAITRI RATHOD
• PEARL NAIK
• FENIL PATEL
• RADHIKA JAVIYA
• Vivek Joshi

Housing is not a homogeneous commodity, but rather a multidimensional bundle of services. If proliferation of urban slums, shanties and squatters’ settlements is to be drastically minimized or completely eliminated, it would be more beneficial for government and housing suppliers to provide such basic social amenities and important housing accessories.Ensemble approaches in classification is a very popular research area in recent years. An ensemble consists of a set of individually trained classifiers such as neural networks or decision trees whose predictions are combined for classifying new instances. It integrates multiple classifiers to build a classification model, and also used for improving the prediction performance.

Housing, Ensemble-methods, Classification, Boosting, Bagging

"Ensemble Learning based methods for Classification : An Overview", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.8, Issue 5, page no.c974-c978, May-2021, Available :http://www.jetir.org/papers/JETIR2105379.pdf

"Ensemble Learning based methods for Classification : An Overview", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.8, Issue 5, page no. ppc974-c978, May-2021, Available at : http://www.jetir.org/papers/JETIR2105379.pdf