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30/04/2020 Client: azharr Deadline: 24 Hours

Need to do the below for a given data set






4. DATA PRE-PROCESSING....................................................................................................................


4.1 Variable Data Type Transformation:.............................................................................................


4.2 Removal of unwanted variables:..................................................................................................


4.3 Missing Value Treatment:............................................................................................................


4.4 Data split into test and train:........................................................................................................


4.5 Outlier treatment:.......................................................................................................................


5. ANALYTICAL APPROACH:..................................................................................................................


5.1 Model Building, Validation and Tuning..........................................................................................


6. MODELLING PROCESS.......................................................................................................................


7. MODEL COMPARISONS....................................................................................................................


1. Feature Selection using different methods:...................................................................................


2. Model Comparison after Feature Selection:...................................................................................


3. Model Comparison after Dimension Reduction:








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attachment

DataDictionary.docx

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