Kindly summarize and paraphrase the following sections: (No figures are required) 1.Support Vector Machine (120 words) 2. https://www.geeksforgeeks.org/data-preprocessing-in-data-mining/ paraphrasing and make it in three paragraphs (the first one has to be longer) (each paragraph 60 except the first one 100 words) 3. https://medium.com/@aaaanchakure/data-preprocessing-3cd01eefd438 Information and figure without programming part. (about 300 words) 4. https://www.brainstobytes.com/test-training-and-validation-sets/ -Test, training and validation sets (60 words) -Validation and test sets, where do they come from? (60 words) -The validation set and hyperparameter tuning (60 words) Also adjust it with the following: •Training Dataset: is that the sample of data accustomed fit the model. •Validation Dataset: The sample of data accustomed provides an unbiased evaluation of a model fit on the training dataset while tuning model hyper parameters.

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