metadata
dataset_info:
features:
- name: duration
dtype: int64
- name: protocol_type
dtype: string
- name: service
dtype: string
- name: flag
dtype: string
- name: src_bytes
dtype: int64
- name: dst_bytes
dtype: int64
- name: wrong_fragment
dtype: int64
- name: urgent
dtype: int64
- name: hot
dtype: int64
- name: num_failed_logins
dtype: int64
- name: logged_in
dtype: int64
- name: num_compromised
dtype: int64
- name: root_shell
dtype: int64
- name: su_attempted
dtype: int64
- name: num_root
dtype: int64
- name: num_file_creations
dtype: int64
- name: num_shells
dtype: int64
- name: num_access_files
dtype: int64
- name: is_guest_login
dtype: int64
- name: count
dtype: int64
- name: srv_count
dtype: int64
- name: serror_rate
dtype: float64
- name: srv_serror_rate
dtype: float64
- name: rerror_rate
dtype: float64
- name: srv_rerror_rate
dtype: float64
- name: same_srv_rate
dtype: float64
- name: diff_srv_rate
dtype: float64
- name: srv_diff_host_rate
dtype: float64
- name: dst_host_count
dtype: int64
- name: dst_host_srv_count
dtype: int64
- name: dst_host_same_srv_rate
dtype: float64
- name: dst_host_diff_srv_rate
dtype: float64
- name: dst_host_same_src_port_rate
dtype: float64
- name: dst_host_srv_diff_host_rate
dtype: float64
- name: dst_host_serror_rate
dtype: float64
- name: dst_host_srv_serror_rate
dtype: float64
- name: dst_host_rerror_rate
dtype: float64
- name: dst_host_srv_rerror_rate
dtype: float64
- name: label
dtype: string
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 36401758
num_examples: 113375
- name: validation
num_bytes: 3640456
num_examples: 11338
- name: test
num_bytes: 404604
num_examples: 1260
download_size: 5751766
dataset_size: 40446818
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: validation
path: data/validation-*
- split: test
path: data/test-*