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Python

15

Mar'17

204.7.2 Ensemble Models

Link to the previous post : https://statinfer.com/204-7-1-random-forests-and-boosting-wisdom-of-crowd/ In this post we will discuss a bit about Ensemble Models and why they …

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15

Mar'17

204.7.1 Random Forests and Boosting : Wisdom of Crowd

In this series of posts we will cover Random Forests and Boosting concepts and implement whatever we learn using Python. …

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14

Mar'17

204.6.8 SVM : Advantages Disadvantages and Applications

Link to the previous post : https://statinfer.com/204-6-7-soft-margin-classification-noisy-data/ SVM Validation SVM doesn’t give us the probability, it directly gives us the …

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14

Mar'17

204.6.7 Soft Margin Classification – Noisy Data and Validation

Link to the previous post : https://statinfer.com/204-6-6-practice-kernel-non-linear-classifier/ Soft Margin Classification – Noisy data Noisy data What if there is some …

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13

Mar'17

204.6.6 Practice : Kernel – Non Linear Classifier

Link to the previous post : https://statinfer.com/204-6-5-the-non-linear-decision-boundary/ In this session we will practice non linear kernels of SVM in python. Practice …

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13

Mar'17

204.6.5 The Non-Linear Decision Boundary

Link to the previous post : https://statinfer.com/204-6-4-building-svm-model-in-python/ The Non-Linear Decision Boundary In the above examples we can clearly see the …

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