文件名称:Salary Prophesy based on job advertisement
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Due to constraints on time and memory, I had to train on subsets of data. Hence, I decided to split the data set based on Job Category (there are 29 possible categories). I then trained an SVR model for each Job Category. Given a new advertisement, my program will decide to use one of 29 possible SVR models based on the Job Category.
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压缩包 : EE657_Assignment2_10010233.rar 列表 EE657_Assignment2_10010233/assign_job_category.m EE657_Assignment2_10010233/create_dictionary.m EE657_Assignment2_10010233/form_company_list.m EE657_Assignment2_10010233/get_input_vector.m EE657_Assignment2_10010233/get_tf_idf.m EE657_Assignment2_10010233/get_words.m EE657_Assignment2_10010233/kernel_function.m EE657_Assignment2_10010233/readme.txt EE657_Assignment2_10010233/run_dictionary.m EE657_Assignment2_10010233/test_run.m EE657_Assignment2_10010233/Train_Model.m EE657_Assignment2_10010233/Train_SVR.m EE657_Assignment2_10010233/~$signment 2 report.docx EE657_Assignment2_10010233
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