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Mar 10 2020018332Finally press the Start button for the classifier to do its magic Our classifier has got an accuracy of 92 4 Weka even prints the Confusion matrix for you which gives different metrics You can study about Confusion matrix and other metrics in detail here Decision Tree Parameters in Weka Decision trees have a lot of parameters.
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Nov 10 2017018332Whether you have read countless leadership books have been managing others for a long time or got thrust into a position ill prepared leading employees and empowering them to.
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In this tutorial you are going to learn about the k Nearest Neighbors algorithm including how it works and how to implement it from scratch in Python without libraries A simple but powerful approach for making predictions is to use the most similar historical examples to the new data This is the principle behind the k Nearest Neighbors algorithm.
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Cumulative gains and lift curves are two closely related visual aids for measuring the effectiveness of a predictive classification model They have a couple of big benefits over other ways of assessing model performance when you need to explain a model to your business stakeholders and show how using the model can impact business decisions and strategies.
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Text classification a k a text categorization or text tagging is the task of assigning a set of predefined categories to free text Text classifiers can be used to organize structure and categorize pretty much anything For example new articles can be organized by topics support tickets can be organized by urgency chat conversations can be organized by language brand mentions can be.
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Aug 16 2020018332Machine learning is an iterative process rather than a linear process that requires each step to be revisited as more is learned about the problem under investigation This iterative process can require using many different tools programs and scripts for each process A machine learning workbench is a platform or environment that supports and facilitates a range of machine learning activities.
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For more accuracy you can make your own custom classifier for your specific use case and criteria Check out these use cases amp applications to see how companies and organizations are already using sentiment analysis Topic Analysis Another common example of text classification is topic analysis or more simply put understanding what a given text is talking about.
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