train: update extended schema, aliases, signals from gold tests
Browse files- models/genus_xgb.json +2 -2
- models/genus_xgb_meta.json +282 -248
models/genus_xgb.json
CHANGED
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version https://git-lfs.github.com/spec/v1
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:6530346e18bdb61e778f887fef7ca33e8e0b56e040ce95287c373073db726cfb
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size 34613851
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models/genus_xgb_meta.json
CHANGED
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@@ -1,260 +1,294 @@
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{
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"genus_to_idx": {
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},
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"n_features": 73,
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"num_classes":
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"metrics": {
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"best_iteration":
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"feature_schema_path": "data/feature_schema.json",
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"feature_names": [
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| 1 |
{
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| 2 |
"genus_to_idx": {
|
| 3 |
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"Staphylococcus": 0,
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| 4 |
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|
| 5 |
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|
| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
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|
| 11 |
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|
| 12 |
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| 13 |
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| 14 |
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| 15 |
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| 16 |
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| 20 |
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| 21 |
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| 22 |
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| 24 |
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| 33 |
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|
| 35 |
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| 39 |
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| 40 |
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| 42 |
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|
| 43 |
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| 44 |
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|
| 45 |
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|
| 46 |
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| 47 |
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|
| 48 |
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| 49 |
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| 50 |
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| 52 |
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| 53 |
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|
| 54 |
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|
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| 56 |
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|
| 57 |
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|
| 58 |
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|
| 59 |
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|
| 60 |
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|
| 61 |
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|
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|
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| 64 |
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| 65 |
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|
| 66 |
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|
| 67 |
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|
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|
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|
| 71 |
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|
| 72 |
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|
| 73 |
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|
| 75 |
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|
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|
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|
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"Cellulomonas": 130,
|
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|
| 135 |
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|
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|
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"Leclercia": 134,
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| 138 |
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"Kosakonia": 135,
|
| 139 |
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"Bergeyella": 136,
|
| 140 |
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"Myroides": 137,
|
| 141 |
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"Aggregatibacter": 138,
|
| 142 |
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":": 139
|
| 143 |
},
|
| 144 |
"idx_to_genus": {
|
| 145 |
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"0": "Staphylococcus",
|
| 146 |
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"1": "Salmonella",
|
| 147 |
+
"2": "Listeria",
|
| 148 |
+
"3": "Enterobacter",
|
| 149 |
+
"4": "Pseudomonas",
|
| 150 |
+
"5": "Streptococcus",
|
| 151 |
+
"6": "Enterococcus",
|
| 152 |
+
"7": "Bacillus",
|
| 153 |
+
"8": "Shigella",
|
| 154 |
+
"9": "Escherichia",
|
| 155 |
+
"10": "Klebsiella",
|
| 156 |
+
"11": "Proteus",
|
| 157 |
+
"12": "Vibrio",
|
| 158 |
+
"13": "Neisseria",
|
| 159 |
+
"14": "Campylobacter",
|
| 160 |
+
"15": "Clostridium",
|
| 161 |
+
"16": "Corynebacterium",
|
| 162 |
+
"17": "Legionella",
|
| 163 |
+
"18": "Mycobacterium",
|
| 164 |
+
"19": "Bacteroides",
|
| 165 |
+
"20": "Micrococcus",
|
| 166 |
+
"21": "Erysipelothrix",
|
| 167 |
+
"22": "Haemophilus",
|
| 168 |
+
"23": "Aeromonas",
|
| 169 |
+
"24": "Yersinia",
|
| 170 |
+
"25": "Acinetobacter",
|
| 171 |
+
"26": "Serratia",
|
| 172 |
+
"27": "Morganella",
|
| 173 |
+
"28": "Providencia",
|
| 174 |
+
"29": "Burkholderia",
|
| 175 |
+
"30": "Helicobacter",
|
| 176 |
+
"31": "Actinomyces",
|
| 177 |
+
"32": "Nocardia",
|
| 178 |
+
"33": "Pasteurella",
|
| 179 |
+
"34": "Citrobacter",
|
| 180 |
+
"35": "Leptospira",
|
| 181 |
+
"36": "Alcaligenes",
|
| 182 |
+
"37": "Shewanella",
|
| 183 |
+
"38": "Edwardsiella",
|
| 184 |
+
"39": "Chromobacterium",
|
| 185 |
+
"40": "Lactobacillus",
|
| 186 |
+
"41": "Propionibacterium",
|
| 187 |
+
"42": "Peptostreptococcus",
|
| 188 |
+
"43": "Veillonella",
|
| 189 |
+
"44": "Fusobacterium",
|
| 190 |
+
"45": "Eubacterium",
|
| 191 |
+
"46": "Halomonas",
|
| 192 |
+
"47": "Psychrobacter",
|
| 193 |
+
"48": "Rhodococcus",
|
| 194 |
+
"49": "Mycoplasma",
|
| 195 |
+
"50": "Bordetella",
|
| 196 |
+
"51": "Stenotrophomonas",
|
| 197 |
+
"52": "Ralstonia",
|
| 198 |
+
"53": "Achromobacter",
|
| 199 |
+
"54": "Brucella",
|
| 200 |
+
"55": "Arthrobacter",
|
| 201 |
+
"56": "Flavobacterium",
|
| 202 |
+
"57": "Oerskovia",
|
| 203 |
+
"58": "Sphingomonas",
|
| 204 |
+
"59": "Comamonas",
|
| 205 |
+
"60": "Thermococcus",
|
| 206 |
+
"61": "Elizabethkingia",
|
| 207 |
+
"62": "Hafnia",
|
| 208 |
"63": "Raoultella",
|
| 209 |
+
"64": "Ochrobactrum",
|
| 210 |
+
"65": "Roseomonas",
|
| 211 |
+
"66": "Actinobacillus",
|
| 212 |
+
"67": "Gemella",
|
| 213 |
+
"68": "Rothia",
|
| 214 |
+
"69": "Carnobacterium",
|
| 215 |
+
"70": "Plesiomonas",
|
| 216 |
+
"71": "Janthinobacterium",
|
| 217 |
+
"72": "Paenibacillus",
|
| 218 |
+
"73": "Moraxella",
|
| 219 |
+
"74": "Aerococcus",
|
| 220 |
+
"75": "Kocuria",
|
| 221 |
+
"76": "Leuconostoc",
|
| 222 |
+
"77": "Arcanobacterium",
|
| 223 |
+
"78": "Gardnerella",
|
| 224 |
+
"79": "Porphyromonas",
|
| 225 |
+
"80": "Prevotella",
|
| 226 |
+
"81": "Pediococcus",
|
| 227 |
+
"82": "Weissella",
|
| 228 |
+
"83": "Lactococcus",
|
| 229 |
+
"84": "Microbacterium",
|
| 230 |
+
"85": "Clostridioides",
|
| 231 |
+
"86": "Cronobacter",
|
| 232 |
+
"87": "Rhizobium",
|
| 233 |
+
"88": "Azotobacter",
|
| 234 |
+
"89": "Spirillum",
|
| 235 |
+
"90": "Candida",
|
| 236 |
+
"91": "Cryptococcus",
|
| 237 |
+
"92": "Saccharomyces",
|
| 238 |
+
"93": "Rickettsia",
|
| 239 |
+
"94": "Borrelia",
|
| 240 |
+
"95": "Chlamydia",
|
| 241 |
+
"96": "Acidaminococcus",
|
| 242 |
+
"97": "Bartonella",
|
| 243 |
+
"98": "Coxiella",
|
| 244 |
+
"99": "Kingella",
|
| 245 |
+
"100": "Eikenella",
|
| 246 |
+
"101": "Bilophila",
|
| 247 |
+
"102": "Anaerococcus",
|
| 248 |
+
"103": "Finegoldia",
|
| 249 |
+
"104": "Parvimonas",
|
| 250 |
+
"105": "Ruminococcus",
|
| 251 |
+
"106": "Cutibacterium",
|
| 252 |
+
"107": "Exiguobacterium",
|
| 253 |
+
"108": "Kluyvera",
|
| 254 |
+
"109": "Pluralibacter",
|
| 255 |
+
"110": "Massilia",
|
| 256 |
+
"111": "Methylobacterium",
|
| 257 |
+
"112": "Cupriavidus",
|
| 258 |
+
"113": "Acidovorax",
|
| 259 |
+
"114": "Geobacillus",
|
| 260 |
+
"115": "Trueperella",
|
| 261 |
+
"116": "Streptomyces",
|
| 262 |
+
"117": "Thermoactinomyces",
|
| 263 |
+
"118": "Capnocytophaga",
|
| 264 |
+
"119": "Cardiobacterium",
|
| 265 |
+
"120": "Yokenella",
|
| 266 |
+
"121": "Brevibacterium",
|
| 267 |
+
"122": "Peptoniphilus",
|
| 268 |
+
"123": "Weisella",
|
| 269 |
+
"124": "Saccharopolyspora",
|
| 270 |
+
"125": "Frankia",
|
| 271 |
+
"126": "Spiroplasma",
|
| 272 |
+
"127": "Cedecea",
|
| 273 |
+
"128": "Photorhabdus",
|
| 274 |
+
"129": "Abiotrophia",
|
| 275 |
+
"130": "Cellulomonas",
|
| 276 |
+
"131": "Leifsonia",
|
| 277 |
+
"132": "Alicyclobacillus",
|
| 278 |
+
"133": "Sporolactobacillus",
|
| 279 |
+
"134": "Leclercia",
|
| 280 |
+
"135": "Kosakonia",
|
| 281 |
+
"136": "Bergeyella",
|
| 282 |
+
"137": "Myroides",
|
| 283 |
+
"138": "Aggregatibacter",
|
| 284 |
+
"139": ":"
|
| 285 |
},
|
| 286 |
"n_features": 73,
|
| 287 |
+
"num_classes": 140,
|
| 288 |
"metrics": {
|
| 289 |
+
"train_accuracy": 0.9869916267942583,
|
| 290 |
+
"valid_accuracy": 0.9509569377990431,
|
| 291 |
+
"best_iteration": 270
|
| 292 |
},
|
| 293 |
"feature_schema_path": "data/feature_schema.json",
|
| 294 |
"feature_names": [
|