Classification

Map > Data Science > Predicting the Future > Modeling > Classification

Classification
Classification is a data science task of predicting the value of a categorical variable (target or class) by building a model based on one or more numerical and/or categorical variables (predictors or attributes).

Four main groups of classification algorithms are:
Frequency Table ZeroR OneR Naive Bayesian Decision Tree Covariance Matrix Linear Discriminant Analysis Logistic Regression Similarity Functions K Nearest Neighbors Others Artificial Neural Network Support Vector Machine