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Support Vector Machines(SVM) algorithm demonstration
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README Ajit Chavhan 07/12/2020 Support Vector Machines(SVM) algorithm demonstration File Structure: readme.txt forest_analysis forest_svm salary_analysis salary_svm total_result Development Environment: My script was developed RStudio Version 1.3.1056 Usage: Install RStudio. Open file in RStudio and change the code according to you dataset for various situations and run it. File Description forest_svm- file in R language covering objective of forestfire dataset forest_analysis- This file contains the different outcome of r function to observe the output and act accordingly on forestfire dataset salary_svm- file in R language covering objective of salary dataset salary_analysis- This file contains the different outcome of r function to observe the output and act accordingly on salary dataset total_result - It is an set of results of accuracy figure on company/fraud/iris dataset objective:- (1) classify the Size_Categorie using SVM. (2) Prepare a classification model using SVM for salary data. Note :- I have added some png files which are the different graphs on both the datasets for EDA and result observation purpose. Also added the snapshot dataset.
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