artificial neural network model with 86.09 % accuracy Here is the steps carried:
This photo is from the visulaization of initial feature engineering
Heatmap was generated for calculating degree of effects of input parameter.
I know you cant visualize this :D
Supervised machine learning model implemented before ANN design:
This is the summary of neural network:
Own neural network designed containing 5 hidden layers and 15 input nodes:
Training screenshot:
Curve plotted:
Confusion matrix:
UI and Back end development:
And this was the UI designed using Django backend:
results:
Relying on the project's idea, new workflow of architecture of was designed and a research was proposed. You can have a full read of the paper here:
"Exploring Deep Learning in Semantic Question Matching"
https://ieeexplore.ieee.org/document/8586832
Thanks !