We will use the intrusion detection problem again to detect anomalies. Initially, we will import pandas, as shown:
import pandas as pd
We get the names of the features from the dataset at this link: http://icsdweb.aegean.gr/awid/features.html.
We will include the features code as shown here:
features = ['frame.interface_id',
'frame.dlt',
'frame.offset_shift',
'frame.time_epoch',
'frame.time_delta',
'frame.time_delta_displayed',
'frame.time_relative',
'frame.len',
'frame.cap_len',
'frame.marked',
'frame.ignored',
'radiotap.version',
'radiotap.pad',
'radiotap.length',
'radiotap.present.tsft',
'radiotap.present.flags',
'radiotap.present.rate',
'radiotap.present.channel...
