ASP.NET

Using MD5 Hash Algorithm

In this post on Using MD5 Hash Algorithm, I will explain the MD5 algorithm for computing hash code, the MD5 abstract class in .NET, and its implementation for computing hash code. Basically, the Message Digest algorithm named MD5 generates a 16-byte (128-bit) hash code. This algorithm is available with the MD5 class in ASP.NET. Further, the namespace System.Security.Cryptography defines this …

Python

Example of Multi-layer Perceptron Classifier in Python

This article demonstrates an example of a Multi-layer Perceptron Classifier in Python. In general, we use the following steps for implementing a Multi-layer Perceptron classifier. To begin with, first, we import the necessary libraries of python. After that, create a list of attribute names in the dataset and use it in a call to the read_csv() function of the …

Python

Measuring Performance of Classification using Confusion Matrix

In this post on Measuring Performance of Classification using Confusion Matrix, I will explain what is a confusion matrix and how to use it with a Machine Learning classifier. Machine Learning offers a number of algorithms for classification and prediction. However, each algorithm performs differently. Hence, we must have some kind of performance measures to evaluate the …

Python

Artificial Neural Network (ANN) Model using Scikit-Learn

In this post on Artificial Neural Network (ANN) Model using Scikit-Learn, I will demonstrate how to use the scikit-learn library of python to build an Artificial Neural Network. Before proceeding further, let us first discuss what is an Artificial Neural Network. Artificial Neural Network (ANN) Basically, an Artificial Neural Network (ANN) has comprises of an input …