Archives for decision tree

18 Mar

Understanding the maths behind the Gini impurity method for decision tree split

Waqqas Ansari decision tree

Gini impurity is an important measure used to construct the decision trees.

09 Oct

Gini Impurity vs Information Gain vs Chi-Square – Methods for Decision Tree Split

Vijaysinh Lendave artificial intelligence

Decision trees are one of the most used machine learning models because of their ease of implementation and simple interpretations.

09 Oct

Gini Impurity vs Information Gain vs Chi-Square – Methods for Decision Tree Split

Vijaysinh Lendave artificial intelligence

Decision trees are one of the most used machine learning models because of their ease of implementation and simple interpretations.

09 Oct

Gini Impurity vs Information Gain vs Chi-Square – Methods for Decision Tree Split

Vijaysinh Lendave artificial intelligence

Decision trees are one of the most used machine learning models because of their ease of implementation and simple interpretations.

22 May

5 Ways Data Scientists Can Improve Structured Thinking Skills

Akshaya Asokan data science

As a data scientist, along with a practical skill set, what is equally important is the ability to think critically, as it can help you understand the business use cases better and improve your problem-solving ability. In other words, polishing your structured thinking is another essential aspect which can, to a large extent, determine…

The post 5 Ways Data Scientists Can Improve Structured Thinking Skills appeared first on Analytics India Magazine.

08 Apr

25 AI Terminologies & Jargons You Must Assimilate To Sound Like A Pro

Akshaya Asokan AI

As artificial intelligence becomes more complex, evolving technologies and the jargon associated with it might sound unfamiliar or strange to you. In this article, we have compiled the most important terms that are related to AI for you to flaunt in your next meeting. Analogical Reasoning: The term analogical generally refers to non-digital data but…

The post 25 AI Terminologies & Jargons You Must Assimilate To Sound Like A Pro appeared first on Analytics India Magazine.

08 Apr

25 AI Terminologies & Jargons You Must Assimilate To Sound Like A Pro

Akshaya Asokan AI

The post 25 AI Terminologies & Jargons You Must Assimilate To Sound Like A Pro appeared first on Analytics India Magazine.

22 Jan

Beginner’s Guide To Decision Trees: Why Are They Crucial For Data Science Applications

Ambika Choudhury advantages of decision tree

Decision Tree is the simple but powerful classification algorithm of machine learning where a tree or graph-like structure is constructed to display algorithms and reach possible consequences of a problem statement. This is a predictive modelling tool that is constructed by an algorithmic approach in a method such that the data set is split based…

The post Beginner’s Guide To Decision Trees: Why Are They Crucial For Data Science Applications appeared first on Analytics India Magazine.

05 Oct

Want To Simplify Neural Networks? Transform Them Into Decision Trees

Abhishek Sharma artificial neural network

The applications of deep learning are growing so vast that it has made a great headway into areas requiring heavy computing. And, the elements that make up DL models — artificial neural networks (ANN) — can be said to be the driving force behind the subject. Neural networks can perform tasks efficiently, especially those related…

The post Want To Simplify Neural Networks? Transform Them Into Decision Trees appeared first on Analytics India Magazine.