I have a Bidirectional Netflow dataset containing:
- StartTime
- Duration
- Protocol
- Source Address
- Source port
- Direction
- Destination Address
- Destination port
- State
- sTos
- dTos
- Total Packets
- Total Bytes
- Source Bytes
- Label
I want to create new features such as:
- Inbound and Outbound bytes
- Min of traffic (flow)
- Max of traffic (flow)
- Standard deviation of traffic (flow)
- Average of traffic (flow) and any other features to maximize the number of features up to 20-25 features in my dataset.
How can I do that?