nspam / v2.2 /config.json
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{
"schema_version": 2,
"model_version": "v2.2",
"model_type": "lightgbm",
"n_features_char": 131072,
"n_features_word": 131072,
"char_ngram_range": [
3,
5
],
"word_ngram_range": [
1,
2
],
"word_analyzer": "word",
"char_analyzer": "char_wb",
"structural_names": [
"len_chars",
"len_tokens",
"url_count",
"unique_domain_count",
"mention_count",
"hashtag_count",
"tag_p_count",
"tag_e_count",
"tag_t_count",
"tag_other_count",
"emoji_count",
"emoji_ratio",
"zero_width_count",
"caps_ratio",
"digit_ratio",
"punct_ratio",
"dup_body_bucket"
],
"group_feature_names": [
"group_size",
"time_span_hours",
"n_unique_bodies",
"len_chars_std",
"same_first_token_ratio",
"mean_pairwise_jaccard"
],
"group_sizes_trained": [
1,
2,
3,
5,
10
],
"hashing": {
"algorithm": "MurmurHash3 x86 32-bit (seed=0)",
"alternate_sign": true
},
"invisible_chars": [
"᠎",
"​",
"‌",
"‍",
"‎",
"‏",
"‪",
"‫",
"‬",
"‭",
"‮",
"⁠",
"⁡",
"⁢",
"⁣",
"⁤",
"⁦",
"⁧",
"⁨",
"⁩",
""
],
"unicode_normalization": "NFKC",
"casefold": true
}