v0.5 LLM-features appraiser: 2026-04-27
Browse files- v0_5_metadata.json +444 -0
v0_5_metadata.json
ADDED
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| 1 |
+
{
|
| 2 |
+
"trained_at": "2026-04-27T06:37:23.331946+00:00",
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| 3 |
+
"data_run_date": "2026-04-25",
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| 4 |
+
"llm_run_date": "2026-04-26",
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| 5 |
+
"version": "v0.5-llm-features",
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| 6 |
+
"description": "v0.4 + LLM-derived features (name_kind, cultural_origin, fame_score, crypto_relevance, brand_collision_risk, description_emb_pca32)",
|
| 7 |
+
"parent_version": "v0.4",
|
| 8 |
+
"embedders": [
|
| 9 |
+
"mpnet-finetuned (from v0.3)",
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| 10 |
+
"BAAI/bge-base-en-v1.5"
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| 11 |
+
],
|
| 12 |
+
"splits": {
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| 13 |
+
"train": {
|
| 14 |
+
"rows": 265240,
|
| 15 |
+
"start": "2022-01-28",
|
| 16 |
+
"end": "2023-09-30"
|
| 17 |
+
},
|
| 18 |
+
"val": {
|
| 19 |
+
"rows": 3545,
|
| 20 |
+
"start": "2023-10-01",
|
| 21 |
+
"end": "2023-12-31"
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| 22 |
+
},
|
| 23 |
+
"test": {
|
| 24 |
+
"rows": 2744,
|
| 25 |
+
"start": "2024-01-01",
|
| 26 |
+
"end": "2024-05-04"
|
| 27 |
+
}
|
| 28 |
+
},
|
| 29 |
+
"feature_count": 212,
|
| 30 |
+
"n_llm_features": 56,
|
| 31 |
+
"feature_cols": [
|
| 32 |
+
"pca_000",
|
| 33 |
+
"pca_001",
|
| 34 |
+
"pca_002",
|
| 35 |
+
"pca_003",
|
| 36 |
+
"pca_004",
|
| 37 |
+
"pca_005",
|
| 38 |
+
"pca_006",
|
| 39 |
+
"pca_007",
|
| 40 |
+
"pca_008",
|
| 41 |
+
"pca_009",
|
| 42 |
+
"pca_010",
|
| 43 |
+
"pca_011",
|
| 44 |
+
"pca_012",
|
| 45 |
+
"pca_013",
|
| 46 |
+
"pca_014",
|
| 47 |
+
"pca_015",
|
| 48 |
+
"pca_016",
|
| 49 |
+
"pca_017",
|
| 50 |
+
"pca_018",
|
| 51 |
+
"pca_019",
|
| 52 |
+
"pca_020",
|
| 53 |
+
"pca_021",
|
| 54 |
+
"pca_022",
|
| 55 |
+
"pca_023",
|
| 56 |
+
"pca_024",
|
| 57 |
+
"pca_025",
|
| 58 |
+
"pca_026",
|
| 59 |
+
"pca_027",
|
| 60 |
+
"pca_028",
|
| 61 |
+
"pca_029",
|
| 62 |
+
"pca_030",
|
| 63 |
+
"pca_031",
|
| 64 |
+
"pca_032",
|
| 65 |
+
"pca_033",
|
| 66 |
+
"pca_034",
|
| 67 |
+
"pca_035",
|
| 68 |
+
"pca_036",
|
| 69 |
+
"pca_037",
|
| 70 |
+
"pca_038",
|
| 71 |
+
"pca_039",
|
| 72 |
+
"pca_040",
|
| 73 |
+
"pca_041",
|
| 74 |
+
"pca_042",
|
| 75 |
+
"pca_043",
|
| 76 |
+
"pca_044",
|
| 77 |
+
"pca_045",
|
| 78 |
+
"pca_046",
|
| 79 |
+
"pca_047",
|
| 80 |
+
"pca_048",
|
| 81 |
+
"pca_049",
|
| 82 |
+
"pca_050",
|
| 83 |
+
"pca_051",
|
| 84 |
+
"pca_052",
|
| 85 |
+
"pca_053",
|
| 86 |
+
"pca_054",
|
| 87 |
+
"pca_055",
|
| 88 |
+
"pca_056",
|
| 89 |
+
"pca_057",
|
| 90 |
+
"pca_058",
|
| 91 |
+
"pca_059",
|
| 92 |
+
"pca_060",
|
| 93 |
+
"pca_061",
|
| 94 |
+
"pca_062",
|
| 95 |
+
"pca_063",
|
| 96 |
+
"len",
|
| 97 |
+
"n_digits",
|
| 98 |
+
"n_letters",
|
| 99 |
+
"n_special",
|
| 100 |
+
"n_lower",
|
| 101 |
+
"n_upper",
|
| 102 |
+
"is_palindrome",
|
| 103 |
+
"is_all_digits",
|
| 104 |
+
"is_all_letters",
|
| 105 |
+
"is_ascii",
|
| 106 |
+
"has_unicode",
|
| 107 |
+
"starts_digit",
|
| 108 |
+
"ends_digit",
|
| 109 |
+
"max_char_run",
|
| 110 |
+
"n_unique_chars",
|
| 111 |
+
"in_wikipedia",
|
| 112 |
+
"in_geonames",
|
| 113 |
+
"in_us_firstname",
|
| 114 |
+
"in_iso3166",
|
| 115 |
+
"in_ticker",
|
| 116 |
+
"in_sec_edgar",
|
| 117 |
+
"in_wiktionary_en",
|
| 118 |
+
"wordlist_hits",
|
| 119 |
+
"club__prepunk_full_rankings",
|
| 120 |
+
"club__common_english",
|
| 121 |
+
"club__common_animals",
|
| 122 |
+
"club__gamertags",
|
| 123 |
+
"club__firstnames_usa",
|
| 124 |
+
"club__top_nouns",
|
| 125 |
+
"club__us_government",
|
| 126 |
+
"club__pokemon_gen1",
|
| 127 |
+
"club__catholicism",
|
| 128 |
+
"club__gamertags_double",
|
| 129 |
+
"club__wikidata_top_fantasy_char",
|
| 130 |
+
"club__social_handles",
|
| 131 |
+
"club__pokemon_gen2",
|
| 132 |
+
"club__top500_cities_global",
|
| 133 |
+
"club__top500_cities_usa",
|
| 134 |
+
"club__mythical_creatures",
|
| 135 |
+
"club__conspiracy_theories",
|
| 136 |
+
"club__crypto_terms",
|
| 137 |
+
"club__natural_wonders",
|
| 138 |
+
"club__pokemon_gen3",
|
| 139 |
+
"club__familynames_usa",
|
| 140 |
+
"club__country_codes",
|
| 141 |
+
"club__sports",
|
| 142 |
+
"club__top_crypto_names",
|
| 143 |
+
"club__logistics",
|
| 144 |
+
"club__home",
|
| 145 |
+
"club__historic_figures",
|
| 146 |
+
"club__holidays",
|
| 147 |
+
"club__top_crypto_tickers",
|
| 148 |
+
"club__paranormal",
|
| 149 |
+
"club__performing_arts",
|
| 150 |
+
"club__fine_art",
|
| 151 |
+
"club__currency_symbols",
|
| 152 |
+
"club__luxury",
|
| 153 |
+
"club__personas",
|
| 154 |
+
"club__finance_terms",
|
| 155 |
+
"club__currency_names",
|
| 156 |
+
"club__pokemon_gen4",
|
| 157 |
+
"club__gen_alpha",
|
| 158 |
+
"club__crayola_classic",
|
| 159 |
+
"club__memes",
|
| 160 |
+
"club__us_states",
|
| 161 |
+
"n_clubs",
|
| 162 |
+
"trademark_conflict",
|
| 163 |
+
"name_age_days",
|
| 164 |
+
"prior_transfer_count",
|
| 165 |
+
"fg_value",
|
| 166 |
+
"eth_tvl_usd",
|
| 167 |
+
"eth_stable_mcap",
|
| 168 |
+
"eth_dex_volume",
|
| 169 |
+
"nft_total_fee_usd",
|
| 170 |
+
"fame_score",
|
| 171 |
+
"crypto_relevance_ord",
|
| 172 |
+
"brand_collision_risk_ord",
|
| 173 |
+
"kind__concept",
|
| 174 |
+
"kind__random",
|
| 175 |
+
"kind__brand",
|
| 176 |
+
"kind__surname",
|
| 177 |
+
"kind__first_name",
|
| 178 |
+
"kind__abbreviation",
|
| 179 |
+
"kind__place",
|
| 180 |
+
"kind__other",
|
| 181 |
+
"kind__unknown",
|
| 182 |
+
"origin__english",
|
| 183 |
+
"origin__none",
|
| 184 |
+
"origin__mixed",
|
| 185 |
+
"origin__spanish",
|
| 186 |
+
"origin__german",
|
| 187 |
+
"origin__french",
|
| 188 |
+
"origin__japanese",
|
| 189 |
+
"origin__chinese",
|
| 190 |
+
"origin__italian",
|
| 191 |
+
"origin__slavic",
|
| 192 |
+
"origin__korean",
|
| 193 |
+
"origin__arabic",
|
| 194 |
+
"origin__other",
|
| 195 |
+
"origin__unknown",
|
| 196 |
+
"desc_pca_000",
|
| 197 |
+
"desc_pca_001",
|
| 198 |
+
"desc_pca_002",
|
| 199 |
+
"desc_pca_003",
|
| 200 |
+
"desc_pca_004",
|
| 201 |
+
"desc_pca_005",
|
| 202 |
+
"desc_pca_006",
|
| 203 |
+
"desc_pca_007",
|
| 204 |
+
"desc_pca_008",
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