What is social class; social class mostly assumes three general economic categories: a very affluent and wealthy upper class that holds and manages the means of production; a middle class of skilled workers, small business owners and low-level managers; and a lower class that depends on low-paying employment for their livelihoods and experience poverty.
Below, I’ll offer a Python tutorial on using ensembled learning through Random Forest. In addition to Classification, we will perform sharp analysis and do statistical analysis on our variables of interest. Feel free to use the code.
In our introductory post here, my teammates and I covered data preparation steps: acquiring the dataset, Importing all crucial libraries, Importing the dataset etc. as well as model creation.
In this section, we will analyze the models using a few model metrics as discussed below.
What is Model Metric evaluation: The idea of building machine learning models works on a constructive feedback principle. You build a model, get feedback from metrics, make adjustments and proceed until a desirable accuracy is achieved. Evaluation metrics illustrate a model’s efficiency. …