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Jul 6, 2023 · 4 min read · Have you done a classification problem and messed up to select the best classifier for your model then this blog is for you. when we classify and confused to find the best model then the classifications metrics help us a confusion matrix is one of th...
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Jun 15, 2023 · 5 min read · Support vector machines(SVM) is an algorithm that can be used to solve Regression and Classification problems SVM works on the concepts of hyperplanes which are derived from mathematics, Hyperplane: A Hyperplane divides a flat surface into two region...
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May 28, 2023 · 4 min read · Decision Trees: Decision trees are similar to binary trees, the leaf nodes of the decision trees give the outputs of the models Decision trees can be used for classification problems and Regression problems we use entropy and gini impurity to make sp...
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Apr 30, 2023 · 2 min read · Regression is a statistical model used to establish a relationship between a dependent variable and independent variables. If the relation between the dependent variable and independent variable is Linear then it is called Linear Regression. Let's u...
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