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Estate Analysis

for task 1

The complete data with total cost was stored in data/Train_Data_with_Cost.csv.

The dataset has been deleted columns unit price of residence space and unit price of building space was stored in data/Train_Data_without_Unit_Prices.csv.

The dataset has converted features to the numerical type was stored in data/Train_Data_Converted&Dropped.csv.

The converted version of test data set was at data/Test_Data_Converted&Dropped.csv

Map & Reduce main file: Task1.ipynb

for bonus 1

Used a convolutional neural network and scheduled learning rate with the highest validation accuracy 78.25%.

main file: Prediction.ipynb

Test set predicted by this model: data/Test_Data_Predicted.csv

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