NSL-KDD

The data set is a data set that converts the arff File provided by the link into CSV and results.

The data set is personally stored by converting data to float64.

If you want to obtain additional original files, they are organized in the Original Directory in the repo.

Labels

The label of the data set is as follows.

#	Column	Non-Null	Count	Dtype
0	duration	151165	non-null	int64
1	protocol_type	151165	non-null	object
2	service	151165	non-null	object
3	flag	151165	non-null	object
4	src_bytes	151165	non-null	int64
5	dst_bytes	151165	non-null	int64
6	land	151165	non-null	int64
7	wrong_fragment	151165	non-null	int64
8	urgent	151165	non-null	int64
9	hot	151165	non-null	int64
10	num_failed_logins	151165	non-null	int64
11	logged_in	151165	non-null	int64
12	num_compromised	151165	non-null	int64
13	root_shell	151165	non-null	int64
14	su_attempted	151165	non-null	int64
15	num_root	151165	non-null	int64
16	num_file_creations	151165	non-null	int64
17	num_shells	151165	non-null	int64
18	num_access_files	151165	non-null	int64
19	num_outbound_cmds	151165	non-null	int64
20	is_host_login	151165	non-null	int64
21	is_guest_login	151165	non-null	int64
22	count	151165	non-null	int64
23	srv_count	151165	non-null	int64
24	serror_rate	151165	non-null	float64
25	srv_serror_rate	151165	non-null	float64
26	rerror_rate	151165	non-null	float64
27	srv_rerror_rate	151165	non-null	float64
28	same_srv_rate	151165	non-null	float64
29	diff_srv_rate	151165	non-null	float64
30	srv_diff_host_rate	151165	non-null	float64
31	dst_host_count	151165	non-null	int64
32	dst_host_srv_count	151165	non-null	int64
33	dst_host_same_srv_rate	151165	non-null	float64
34	dst_host_diff_srv_rate	151165	non-null	float64
35	dst_host_same_src_port_rate	151165	non-null	float64
36	dst_host_srv_diff_host_rate	151165	non-null	float64
37	dst_host_serror_rate	151165	non-null	float64
38	dst_host_srv_serror_rate	151165	non-null	float64
39	dst_host_rerror_rate	151165	non-null	float64
40	dst_host_srv_rerror_rate	151165	non-null	float64
41	class	151165	non-null	float64