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
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