Datasets:
Upload kddcup.py
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kddcup.py
CHANGED
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@@ -53,26 +53,26 @@ features_types_per_config = {
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"protocol_type": datasets.Value("string"),
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"service": datasets.Value("string"),
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"flag": datasets.Value("string"),
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"src_bytes": datasets.Value("
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"dst_bytes": datasets.Value("
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"land": datasets.Value("
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"wrong_fragment": datasets.Value("
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"urgent": datasets.Value("
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"hot": datasets.Value("
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"num_failed_logins": datasets.Value("
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"logged_in": datasets.Value("
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"num_compromised": datasets.Value("
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"root_shell": datasets.Value("
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"su_attempted": datasets.Value("
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"num_root": datasets.Value("
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"num_file_creations": datasets.Value("
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"num_shells": datasets.Value("
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"num_access_files": datasets.Value("
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"num_outbound_cmds": datasets.Value("
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"is_host_login": datasets.Value("
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"is_guest_login": datasets.Value("
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"count": datasets.Value("
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"srv_count": datasets.Value("
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"serror_rate": datasets.Value("float"),
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"srv_serror_rate": datasets.Value("float"),
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"rerror_rate": datasets.Value("float"),
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@@ -80,8 +80,8 @@ features_types_per_config = {
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"same_srv_rate": datasets.Value("float"),
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"diff_srv_rate": datasets.Value("float"),
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"srv_diff_host_rate": datasets.Value("float"),
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"dst_host_count": datasets.Value("
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"dst_host_srv_count": datasets.Value("
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"dst_host_same_srv_rate": datasets.Value("float"),
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"dst_host_diff_srv_rate": datasets.Value("float"),
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"dst_host_same_src_port_rate": datasets.Value("float"),
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"protocol_type": datasets.Value("string"),
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"service": datasets.Value("string"),
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"flag": datasets.Value("string"),
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"src_bytes": datasets.Value("int"),
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"dst_bytes": datasets.Value("int"),
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"land": datasets.Value("int"),
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"wrong_fragment": datasets.Value("int"),
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"urgent": datasets.Value("int"),
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"hot": datasets.Value("int"),
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"num_failed_logins": datasets.Value("int"),
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"logged_in": datasets.Value("int"),
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"num_compromised": datasets.Value("int"),
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"root_shell": datasets.Value("int"),
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| 66 |
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"su_attempted": datasets.Value("int"),
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"num_root": datasets.Value("int"),
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"num_file_creations": datasets.Value("int"),
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"num_shells": datasets.Value("int"),
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"num_access_files": datasets.Value("int"),
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"num_outbound_cmds": datasets.Value("int"),
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"is_host_login": datasets.Value("int"),
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"is_guest_login": datasets.Value("int"),
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"count": datasets.Value("int"),
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"srv_count": datasets.Value("int"),
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"serror_rate": datasets.Value("float"),
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"srv_serror_rate": datasets.Value("float"),
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"rerror_rate": datasets.Value("float"),
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"same_srv_rate": datasets.Value("float"),
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"diff_srv_rate": datasets.Value("float"),
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"srv_diff_host_rate": datasets.Value("float"),
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"dst_host_count": datasets.Value("int"),
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"dst_host_srv_count": datasets.Value("int"),
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"dst_host_same_srv_rate": datasets.Value("float"),
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| 86 |
"dst_host_diff_srv_rate": datasets.Value("float"),
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"dst_host_same_src_port_rate": datasets.Value("float"),
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