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Decision Tree Classification Algorithm

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  Decision Tree is a  Supervised learning technique  that can be used for both classification and Regression problems, but mostly it is preferred for solving Classification problems. It is a tree-structured classifier, where  internal nodes represent the features of a dataset, branches represent the decision rules  and  each leaf node represents the outcome. In a Decision tree, there are two nodes, which are the  Decision Node  and  Leaf Node.  Decision nodes are used to make any decision and have multiple branches, whereas Leaf nodes are the output of those decisions and do not contain any further branches. The decisions or the test are performed on the basis of features of the given dataset. It is a graphical representation for getting all the possible solutions to a problem/decision based on given conditions. It is called a decision tree because, similar to a tree, it starts with the root node, which expands on further branches and co...

Eye Tracking Technology

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 Eye Tracking Technology

Data Structures - Circular Queue

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  Why was the concept of the circular queue introduced? There was one limitation in the array implementation of  Queue . If the rear reaches to the end position of the Queue then there might be possibility that some vacant spaces are left in the beginning which cannot be utilized. So, to overcome such limitations, the concept of the circular queue was introduced. As we can see in the above image, the rear is at the last position of the Queue and front is pointing somewhere rather than the 0 th  position. In the above array, there are only two elements and other three positions are empty. The rear is at the last position of the Queue; if we try to insert the element then it will show that there are no empty spaces in the Queue. There is one solution to avoid such wastage of memory space by shifting both the elements at the left and adjust the front and rear end accordingly. It is not a practically good approach because shifting all the elements will consume lots of time. T...

HTML Text Formatiing

  HTML Tags: An HTML document consist of its basic building blocks which are: Tags:  An HTML tag surrounds the content and apply meaning to it. It is written between < and > brackets. Attribute:  An attribute in HTML provides extra information about the element, and it is applied within the start tag. An HTML attribute contains two fields: name & value. Syntax <tag  name  attribute_name= " attr_value" >  content  </   tag  name > Elements:  An HTML element is an individual component of an HTML file. In an HTML file, everything written within tags are termed as HTML elements. Text formatting: HTML contains several elements for defining text with a special meaning. Formatting elements were designed to display special types of text: ·          <b>  - Bold text Ex: < b > This text is bold < /b > ·    ...

HTML - Introduction

  Hyper Text Markup Language ·          HTML (Hypertext Markup Language) is the only markup language for creating web pages. It provides some titles, headings, paragraphs, lists, tables, embedded images, etc. to describe the structure of text-based information in HTML documents. ·          HTML is a straightforward Computer Coding Language. It was developed in the 90s. HTML is the basis of a web page, and the web page is the basis of a website. HTML uses 'tags' to create web documents. ·          HTML is a Hypertext Markup Language; it's a Predominant set of Markup tags which used to create the design of web pages. ·          HTML is the first language of web designing. CSS is also used along with HTML to improve the design of the web page further. JavaScript is used along with HTML to make web pages dynamic. ...

XML (eXtensible Markup Language)

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Turmeric Root

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 Today Health News Fresh turmeric root in your diet: An Ayurvedic expert explains Of the many herbs found in the kitchen, raw and fresh ones are considered Ayurvedically powerful for one’s body. Consuming them regularly can benefit the body in many ways. If you have been thinking about making certain  lifestyle changes , then start with having fresh turmeric root.   Strong anti-oxidant properties protects against damage by free radicals Anti-inflammatory by reducing histamine levels(in conditions such as eczema, psoriasis, asthma, arthritis, osteoarthritis, colitis It is a blood purifier and helps the function of the heart, by increasing blood flow and reducing total cholesterol. Prevents blood clots by anti-coagulation properties   It helps maintain healthy skin via blood purification and aids wound healing Useful in common cold and had anti-allergic actions Useful in treating and maintaining liver and gallbladder functions Helps to clear mucous in lower abdomen and...