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18

Mar'17

204.7.8 Practice : Boosting

Link to the previous post : https://statinfer.com/204-7-7-boosting/ In the last post we covered the concepts and theory behind Boosting Algorithms. In …

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17

Mar'17

204.7.6 Practice : Random Forest

Link to the previous post : https://statinfer.com/204-7-5-the-random-forest/ Let’s implement the concept of Random Forest into practice using Python. Practice : …

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17

Mar'17

204.7.4 The Bagging Algorithm

Link to the previous post : https://statinfer.com/204-7-3-types-of-ensemble-models/ Let’s, move forward to the first type of Ensemble Methodology, the Bagging Algorithm. We …

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12

Mar'17

204.6.4 Building SVM model in Python

Link to the previous post : https://statinfer.com/204-6-3-svm-the-algorithm/ We discussed the SVM algorithm in our last post. In this post we will …

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12

Mar'17

204.6.2 Practice : Simple Classifier

Link tot he previous post : https://statinfer.com/204-6-1-introduction-to-svm/ In this practice session we will cover all the things we discussed about simple …

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12

Mar'17

204.5.12 Practice : Digit Recognizer

Link to the previous post : https://statinfer.com/204-5-11-hidden-layers-and-their-roles/ As promised, in the first post of the series we will build a Neural …

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