size_categories:100K<n<1M format:parquet modality:tabular modality:text library:datasets library:pandas library:mlcroissant library:polars region:us
---
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-*
---
