size_categories:1M<n<10M format:parquet modality:tabular modality:text library:datasets library:dask library:mlcroissant library:polars region:us
---
dataset_info:
  features:
  - name: destination_port
    dtype: int64
  - name: flow_duration
    dtype: int64
  - name: total_fwd_packets
    dtype: int64
  - name: total_backward_packets
    dtype: int64
  - name: total_length_of_fwd_packets
    dtype: int64
  - name: total_length_of_bwd_packets
    dtype: int64
  - name: fwd_packet_length_max
    dtype: int64
  - name: fwd_packet_length_min
    dtype: int64
  - name: fwd_packet_length_mean
    dtype: float64
  - name: fwd_packet_length_std
    dtype: float64
  - name: bwd_packet_length_max
    dtype: int64
  - name: bwd_packet_length_min
    dtype: int64
  - name: bwd_packet_length_mean
    dtype: float64
  - name: bwd_packet_length_std
    dtype: float64
  - name: flow_bytes/s
    dtype: float64
  - name: flow_packets/s
    dtype: float64
  - name: flow_iat_mean
    dtype: float64
  - name: flow_iat_std
    dtype: float64
  - name: flow_iat_max
    dtype: int64
  - name: flow_iat_min
    dtype: int64
  - name: fwd_iat_total
    dtype: int64
  - name: fwd_iat_mean
    dtype: float64
  - name: fwd_iat_std
    dtype: float64
  - name: fwd_iat_max
    dtype: int64
  - name: fwd_iat_min
    dtype: int64
  - name: bwd_iat_total
    dtype: int64
  - name: bwd_iat_mean
    dtype: float64
  - name: bwd_iat_std
    dtype: float64
  - name: bwd_iat_max
    dtype: int64
  - name: bwd_iat_min
    dtype: int64
  - name: fwd_header_length
    dtype: int64
  - name: bwd_header_length
    dtype: int64
  - name: fwd_packets/s
    dtype: float64
  - name: bwd_packets/s
    dtype: float64
  - name: min_packet_length
    dtype: int64
  - name: max_packet_length
    dtype: int64
  - name: packet_length_mean
    dtype: float64
  - name: packet_length_std
    dtype: float64
  - name: packet_length_variance
    dtype: float64
  - name: psh_flag_count
    dtype: int64
  - name: ack_flag_count
    dtype: int64
  - name: urg_flag_count
    dtype: int64
  - name: down/up_ratio
    dtype: int64
  - name: average_packet_size
    dtype: float64
  - name: avg_fwd_segment_size
    dtype: float64
  - name: avg_bwd_segment_size
    dtype: float64
  - name: fwd_header_length.1
    dtype: int64
  - name: subflow_fwd_packets
    dtype: int64
  - name: subflow_fwd_bytes
    dtype: int64
  - name: subflow_bwd_packets
    dtype: int64
  - name: subflow_bwd_bytes
    dtype: int64
  - name: init_win_bytes_forward
    dtype: int64
  - name: init_win_bytes_backward
    dtype: int64
  - name: act_data_pkt_fwd
    dtype: int64
  - name: min_seg_size_forward
    dtype: int64
  - name: active_max
    dtype: int64
  - name: active_min
    dtype: int64
  - name: idle_mean
    dtype: float64
  - name: idle_std
    dtype: float64
  - name: idle_max
    dtype: int64
  - name: idle_min
    dtype: int64
  - name: label
    dtype: string
  - name: __index_level_0__
    dtype: int64
  splits:
  - name: train
    num_bytes: 1418135552
    num_examples: 2801091
  - name: validation
    num_bytes: 14181625
    num_examples: 28011
  - name: test
    num_bytes: 143263
    num_examples: 283
  download_size: 543098167
  dataset_size: 1432460440
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
  - split: validation
    path: data/validation-*
  - split: test
    path: data/test-*
---
