Classification

Classifying the classifications

Analytics Vidhya

Classification is a popular supervised machine learning approach which categorizes a set of data into groups depending on the features available. It has a wide range of application, e.g., image…

Classification: A Linear Approach (Part 1)

Towards Data Science

Classification — The act of dividing an input space into a collection of labelled regions using decision boundaries. Or, stripping away the terminology, the act of distributing things into classes of…...

Think Bayes

Classification might be the most well-known application of Bayesian methods, made famous in the 1990s as the basis of the first generation of spam filters . In this chapter, I’ll demonstrate Bayesian...

C is for Classification

Towards Data Science

Classification is one of two types of supervised machine learning tasks (i.e. tasks where we have a labeled dataset) with the other being regression. Key point to remember: supervised learning tasks…

Classification with Logistic Regression.

Analytics Vidhya

The classification is the process of determining which set of categories, also known as sub population a new observation or a new instance belongs to. Before determining for a new instance, a model…

Classification : Model Showdown

Analytics Vidhya

This is ‘Classification’ article which is a part of supervised machine learning. It specifies the class to which the data element belongs. Here, we are going to study various classification…

8 Metrics to Measure Classification Performance

Towards Data Science

Classification is a type of supervised machine learning problem where the goal is to predict, for one or more observations, the category or class they belong to. An important element of any machine…

Classification Framework for Imbalanced Data.

Towards Data Science

Classification is a type of supervised learning in Machine Learning that deals with categorizing data into classes. Supervised learning implies models that take input with their matched output to…

Machine Learning Classifiers

Towards Data Science

Classification is the process of predicting the class of given data points. Classes are sometimes called as targets/ labels or categories. Classification predictive modeling is the task of…

Naive Bayes Classification Algorithm in Practice

Python in Plain English

Classification is a task of grouping things together on the basis of the similarity they share with each other. It helps organize things and thus makes the study more easy and systematic. In…

Document Classification

Towards Data Science

Document or text classification is one of the predominant tasks in Natural language processing. It has many applications including news type classification, spam filtering, toxic comment…

Support Vector Machines for Classification

Towards Data Science

Classification in Machine Learning is the task of learning to distinguish points that belong to two or more categories in a dataset. In geometrical terms, associating a set of points to some category…...