Classifcation and Prediction using ML
This project is core ML development on the basis of classification of the data.
Due to privacy labels of data and details of the project can not be shared. Although below we will be explaining with anonimized data.
In this project key need is classifying different data depending on certain features of the data. And making predictions about unknown part of data. Its also possible to make estimations about future changes in data with time-series data.
Below you see the processed data, for each data point we have multiple parameters from data. We process them and create new meaningful features. On the right you see our created features plots and on the left you see the accuracy of the predictions. To give more concrete examples, If our data consists about human data like age, gender, education etc. We process these information and create new parameter (we call it features) depending on them. Then using our new parameter we classify them.
