Language Detection using Neural Network
1. Language Detection Overview Language detection or identification is one of NLP problem. To guessing the language of text and text in the form of the long document or even…
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Naive Bayes Multi Class Text Classification Example
1. Overview Let’s first discuss what is Naive Bayes algorithm. “Naive Bayes classifiers are a family of simple “probabilistic classifiers” based on applying Bayes’ theorem with strong (naive) independence assumptions…
Model Evaluation Using Confusion Matrix
1. Overview “Confusion matrix sometimes also known as an error matrix, is a specific table layout that allows visualization of the performance of a supervised machine algorithm like naive Bayes, SVM,…
Naive Bayes Text Classification Example
1. Overview Let’s first discuss what is Naive Bayes algorithm. “Naive Bayes classifiers are a family of simple “probabilistic classifiers” based on applying Bayes’ theorem with strong (naive) independence assumptions…
Machine Learning – General steps
In our Previous article we have discussed about basic of machine learning, evaluation of machine learning and it’s types. In this article we will discuss about basic steps in machine learning. General…
Machine Learning – Applications
In our previous two articles we have discussed about basic of machine learning and it’s general steps which each ML application should follow.In this article we will discuss about various…
Machine Learning – The Basics
Machine Learning – Definition The standard definition as per wiki is “Machine learning is the science of getting computers to act without being explicitly programmed.” As per data analytics we can…