Cumulative Accuracy Profile (CAP) Curve Analysis to Evaluate Classification Models in Social Network Ads Prediction

In this article, the CAP curve analysis method has been discussed where it is used to evaluate and compare the performances of four different classifiers in their classification task.

How To Do Image Processing, Classification And CV On Raspberry Pi 4

The launch of the Raspberry Pi 4 could be the right time for new developers to enter the space and use the technology. This tiny computer can be used for a variety of functions, but our focus today will be…

A Beginner’s Guide To Scikit-Learn’s MLPClassifier

There is no objection in saying that Classification is one of the most popular Machine learning problems across the entirety of Data Science and Machine Learning. We humans have been so fixated on making machines learn to classify and categorize…

Understanding The Basics Of SVM With Example And Python Implementation

When you enter the Machine Learning dimension, it is highly likely that one of the first classifier algorithms you might come across is SVM,  you will find that SVM is all over the place. SVM which stands for Support Vector…

A Hands-on Introduction to Naive Bayes Classification In Python

There are many different complex and simple algorithms available to Data Scientists, in classification, a particularly simple algorithm managed to do wonders in ML applications. The Naive Bayes classification algorithm has been in use for a very long time, particularly…

7 Types of Classification Algorithms

The purpose of this research is to put together the 7 most common types of classification algorithms along with the python code: Logistic Regression, Naïve Bayes, Stochastic Gradient Descent, K-Nearest Neighbours, Decision Tree, Random Forest, and Support Vector Machine 1…

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