Sheetal Sharma's Blog – August 2017 Archive (5)

Real-Life Applications of Support Vector Machines

Applications of SVM in Real World 

SVMs depends on supervised learning algorithms. The aim of using SVM is to correctly classify unseen data. SVMs have a number of applications in several fields.

Some common applications of SVM are-

  • Face detection – SVMc classify parts of the image as a face and non-face and create a square boundary around the face.
  • Text and hypertext…

Added by Sheetal Sharma on August 17, 2017 at 11:30pm — No Comments

Neural Network Algorithms - Learn How To Train ANN

Top Neural Network Algorithms

Learning of neural network takes place on the basis of a sample of the population under study. During the course of learning, compare the value delivered by output unit with actual value. After that adjust the weights of all units so to improve the prediction.

There are many Neural Network Algorithms are available for training …


Added by Sheetal Sharma on August 15, 2017 at 7:00pm — No Comments

Artificial Neural Network Model

Models of Artificial Neural Networks

There are various Artificial Neural Network Models. Main ones are

  • Multilayer Perceptron – It is a feedforward artificial neural network model. It maps sets of input data onto a set of appropriate outputs.
  • Radial Basis Function Network – A radial basis function network is an artificial neural network. It uses radial basis functions…

Added by Sheetal Sharma on August 10, 2017 at 7:30pm — No Comments

Artificial Neural Network (ANN) in Machine Learning

Artificial Neural Networks – Introduction

Artificial Neural networks (ANN) or neural networks are computational algorithms.

It intended to simulate the behavior of biological systems composed of “neurons”ANNs are computational models inspired by an animal’s central nervous systems. It is capable of machine learning as well as pattern recognition. These…


Added by Sheetal Sharma on August 8, 2017 at 7:00pm — No Comments

Top 9 Machine Learning Applications in Real World

Machine Learning Applications

Some of the machine learning applications are:

1. Image Recognition

One of the most common uses of machine learning is image…


Added by Sheetal Sharma on August 7, 2017 at 8:00pm — 1 Comment

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