Commit
·
f895ace
1
Parent(s):
01461b2
Added Results Statistics
Browse files
1698430251_cross_domain_test_f1_heatmap.html
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
cross_domain_test_results.json
ADDED
|
@@ -0,0 +1,380 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"train_domain":"web",
|
| 4 |
+
"test_domain":"web",
|
| 5 |
+
"test_f1":0.9936874519,
|
| 6 |
+
"test_recall":0.9962951528,
|
| 7 |
+
"test_precision":0.9910933661,
|
| 8 |
+
"test_accuracy":0.9907511843,
|
| 9 |
+
"test_loss":0.0320946857
|
| 10 |
+
},
|
| 11 |
+
{
|
| 12 |
+
"train_domain":"web",
|
| 13 |
+
"test_domain":"social_media",
|
| 14 |
+
"test_f1":0.5177453027,
|
| 15 |
+
"test_recall":0.4133333333,
|
| 16 |
+
"test_precision":0.6927374302,
|
| 17 |
+
"test_accuracy":0.615,
|
| 18 |
+
"test_loss":1.0066689981
|
| 19 |
+
},
|
| 20 |
+
{
|
| 21 |
+
"train_domain":"web",
|
| 22 |
+
"test_domain":"news",
|
| 23 |
+
"test_f1":0.9286568277,
|
| 24 |
+
"test_recall":0.9028083649,
|
| 25 |
+
"test_precision":0.9560290615,
|
| 26 |
+
"test_accuracy":0.9734242332,
|
| 27 |
+
"test_loss":0.0916940171
|
| 28 |
+
},
|
| 29 |
+
{
|
| 30 |
+
"train_domain":"web",
|
| 31 |
+
"test_domain":"law",
|
| 32 |
+
"test_f1":0.9029850746,
|
| 33 |
+
"test_recall":0.968,
|
| 34 |
+
"test_precision":0.8461538462,
|
| 35 |
+
"test_accuracy":0.896,
|
| 36 |
+
"test_loss":0.2585668046
|
| 37 |
+
},
|
| 38 |
+
{
|
| 39 |
+
"train_domain":"web",
|
| 40 |
+
"test_domain":"politics",
|
| 41 |
+
"test_f1":0.9502762431,
|
| 42 |
+
"test_recall":0.9952348536,
|
| 43 |
+
"test_precision":0.9092039801,
|
| 44 |
+
"test_accuracy":0.9552500731,
|
| 45 |
+
"test_loss":0.0899655519
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"train_domain":"web",
|
| 49 |
+
"test_domain":"literature",
|
| 50 |
+
"test_f1":0.1083423619,
|
| 51 |
+
"test_recall":0.0600961538,
|
| 52 |
+
"test_precision":0.5494505495,
|
| 53 |
+
"test_accuracy":0.8697166376,
|
| 54 |
+
"test_loss":0.3573955985
|
| 55 |
+
},
|
| 56 |
+
{
|
| 57 |
+
"train_domain":"web",
|
| 58 |
+
"test_domain":"dslcc",
|
| 59 |
+
"test_f1":0.9631087063,
|
| 60 |
+
"test_recall":0.979,
|
| 61 |
+
"test_precision":0.9477250726,
|
| 62 |
+
"test_accuracy":0.9625,
|
| 63 |
+
"test_loss":0.126759959
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"train_domain":"social_media",
|
| 67 |
+
"test_domain":"web",
|
| 68 |
+
"test_f1":0.9436585951,
|
| 69 |
+
"test_recall":0.9113924051,
|
| 70 |
+
"test_precision":0.9782932891,
|
| 71 |
+
"test_accuracy":0.9204827431,
|
| 72 |
+
"test_loss":0.203023609
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"train_domain":"social_media",
|
| 76 |
+
"test_domain":"social_media",
|
| 77 |
+
"test_f1":0.9754500818,
|
| 78 |
+
"test_recall":0.9933333333,
|
| 79 |
+
"test_precision":0.9581993569,
|
| 80 |
+
"test_accuracy":0.975,
|
| 81 |
+
"test_loss":0.0815092899
|
| 82 |
+
},
|
| 83 |
+
{
|
| 84 |
+
"train_domain":"social_media",
|
| 85 |
+
"test_domain":"news",
|
| 86 |
+
"test_f1":0.7864937248,
|
| 87 |
+
"test_recall":0.6868070849,
|
| 88 |
+
"test_precision":0.9200317704,
|
| 89 |
+
"test_accuracy":0.9285597085,
|
| 90 |
+
"test_loss":0.1848594282
|
| 91 |
+
},
|
| 92 |
+
{
|
| 93 |
+
"train_domain":"social_media",
|
| 94 |
+
"test_domain":"law",
|
| 95 |
+
"test_f1":0.8932735426,
|
| 96 |
+
"test_recall":0.996,
|
| 97 |
+
"test_precision":0.8097560976,
|
| 98 |
+
"test_accuracy":0.881,
|
| 99 |
+
"test_loss":0.3468673881
|
| 100 |
+
},
|
| 101 |
+
{
|
| 102 |
+
"train_domain":"social_media",
|
| 103 |
+
"test_domain":"politics",
|
| 104 |
+
"test_f1":0.9606299213,
|
| 105 |
+
"test_recall":0.996596324,
|
| 106 |
+
"test_precision":0.9271690944,
|
| 107 |
+
"test_accuracy":0.9649020181,
|
| 108 |
+
"test_loss":0.0862333973
|
| 109 |
+
},
|
| 110 |
+
{
|
| 111 |
+
"train_domain":"social_media",
|
| 112 |
+
"test_domain":"literature",
|
| 113 |
+
"test_f1":0.3936581593,
|
| 114 |
+
"test_recall":0.6117788462,
|
| 115 |
+
"test_precision":0.2901938426,
|
| 116 |
+
"test_accuracy":0.7517809087,
|
| 117 |
+
"test_loss":0.5648885816
|
| 118 |
+
},
|
| 119 |
+
{
|
| 120 |
+
"train_domain":"social_media",
|
| 121 |
+
"test_domain":"dslcc",
|
| 122 |
+
"test_f1":0.8662009672,
|
| 123 |
+
"test_recall":0.806,
|
| 124 |
+
"test_precision":0.9361207898,
|
| 125 |
+
"test_accuracy":0.8755,
|
| 126 |
+
"test_loss":0.2958846283
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"train_domain":"news",
|
| 130 |
+
"test_domain":"web",
|
| 131 |
+
"test_f1":0.9793293523,
|
| 132 |
+
"test_recall":0.9873417722,
|
| 133 |
+
"test_precision":0.9714459295,
|
| 134 |
+
"test_accuracy":0.9695465824,
|
| 135 |
+
"test_loss":0.1293789621
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
"train_domain":"news",
|
| 139 |
+
"test_domain":"social_media",
|
| 140 |
+
"test_f1":0.768627451,
|
| 141 |
+
"test_recall":0.98,
|
| 142 |
+
"test_precision":0.6322580645,
|
| 143 |
+
"test_accuracy":0.705,
|
| 144 |
+
"test_loss":0.981377111
|
| 145 |
+
},
|
| 146 |
+
{
|
| 147 |
+
"train_domain":"news",
|
| 148 |
+
"test_domain":"news",
|
| 149 |
+
"test_f1":0.9759412829,
|
| 150 |
+
"test_recall":0.9973836279,
|
| 151 |
+
"test_precision":0.9554014947,
|
| 152 |
+
"test_accuracy":0.9905788465,
|
| 153 |
+
"test_loss":0.0277741533
|
| 154 |
+
},
|
| 155 |
+
{
|
| 156 |
+
"train_domain":"news",
|
| 157 |
+
"test_domain":"law",
|
| 158 |
+
"test_f1":0.8511749347,
|
| 159 |
+
"test_recall":0.978,
|
| 160 |
+
"test_precision":0.7534668721,
|
| 161 |
+
"test_accuracy":0.829,
|
| 162 |
+
"test_loss":0.564863497
|
| 163 |
+
},
|
| 164 |
+
{
|
| 165 |
+
"train_domain":"news",
|
| 166 |
+
"test_domain":"politics",
|
| 167 |
+
"test_f1":0.9271565495,
|
| 168 |
+
"test_recall":0.9877467665,
|
| 169 |
+
"test_precision":0.8735701385,
|
| 170 |
+
"test_accuracy":0.9333138345,
|
| 171 |
+
"test_loss":0.1556441779
|
| 172 |
+
},
|
| 173 |
+
{
|
| 174 |
+
"train_domain":"news",
|
| 175 |
+
"test_domain":"literature",
|
| 176 |
+
"test_f1":0.3968895801,
|
| 177 |
+
"test_recall":0.7668269231,
|
| 178 |
+
"test_precision":0.2677297524,
|
| 179 |
+
"test_accuracy":0.6930504987,
|
| 180 |
+
"test_loss":0.8165284163
|
| 181 |
+
},
|
| 182 |
+
{
|
| 183 |
+
"train_domain":"news",
|
| 184 |
+
"test_domain":"dslcc",
|
| 185 |
+
"test_f1":0.9337094499,
|
| 186 |
+
"test_recall":0.993,
|
| 187 |
+
"test_precision":0.8811002662,
|
| 188 |
+
"test_accuracy":0.9295,
|
| 189 |
+
"test_loss":0.2437196912
|
| 190 |
+
},
|
| 191 |
+
{
|
| 192 |
+
"train_domain":"law",
|
| 193 |
+
"test_domain":"web",
|
| 194 |
+
"test_f1":0.9825581395,
|
| 195 |
+
"test_recall":0.9913553566,
|
| 196 |
+
"test_precision":0.9739156809,
|
| 197 |
+
"test_accuracy":0.9742837807,
|
| 198 |
+
"test_loss":0.0957383344
|
| 199 |
+
},
|
| 200 |
+
{
|
| 201 |
+
"train_domain":"law",
|
| 202 |
+
"test_domain":"social_media",
|
| 203 |
+
"test_f1":0.7344913151,
|
| 204 |
+
"test_recall":0.9866666667,
|
| 205 |
+
"test_precision":0.5849802372,
|
| 206 |
+
"test_accuracy":0.6433333333,
|
| 207 |
+
"test_loss":1.4423532383
|
| 208 |
+
},
|
| 209 |
+
{
|
| 210 |
+
"train_domain":"law",
|
| 211 |
+
"test_domain":"news",
|
| 212 |
+
"test_f1":0.8725016887,
|
| 213 |
+
"test_recall":0.9907674064,
|
| 214 |
+
"test_precision":0.7794593474,
|
| 215 |
+
"test_accuracy":0.9445242813,
|
| 216 |
+
"test_loss":0.2011865249
|
| 217 |
+
},
|
| 218 |
+
{
|
| 219 |
+
"train_domain":"law",
|
| 220 |
+
"test_domain":"law",
|
| 221 |
+
"test_f1":0.9891196835,
|
| 222 |
+
"test_recall":1.0,
|
| 223 |
+
"test_precision":0.9784735812,
|
| 224 |
+
"test_accuracy":0.989,
|
| 225 |
+
"test_loss":0.0428883086
|
| 226 |
+
},
|
| 227 |
+
{
|
| 228 |
+
"train_domain":"law",
|
| 229 |
+
"test_domain":"politics",
|
| 230 |
+
"test_f1":0.8386175378,
|
| 231 |
+
"test_recall":0.9993192648,
|
| 232 |
+
"test_precision":0.7224409449,
|
| 233 |
+
"test_accuracy":0.834747002,
|
| 234 |
+
"test_loss":0.7390884905
|
| 235 |
+
},
|
| 236 |
+
{
|
| 237 |
+
"train_domain":"law",
|
| 238 |
+
"test_domain":"literature",
|
| 239 |
+
"test_f1":0.4557038835,
|
| 240 |
+
"test_recall":0.9026442308,
|
| 241 |
+
"test_precision":0.304788961,
|
| 242 |
+
"test_accuracy":0.7160044325,
|
| 243 |
+
"test_loss":0.754371062
|
| 244 |
+
},
|
| 245 |
+
{
|
| 246 |
+
"train_domain":"law",
|
| 247 |
+
"test_domain":"dslcc",
|
| 248 |
+
"test_f1":0.8919642857,
|
| 249 |
+
"test_recall":0.999,
|
| 250 |
+
"test_precision":0.8056451613,
|
| 251 |
+
"test_accuracy":0.879,
|
| 252 |
+
"test_loss":0.4133986282
|
| 253 |
+
},
|
| 254 |
+
{
|
| 255 |
+
"train_domain":"politics",
|
| 256 |
+
"test_domain":"web",
|
| 257 |
+
"test_f1":0.9460015835,
|
| 258 |
+
"test_recall":0.9221982093,
|
| 259 |
+
"test_precision":0.9710663199,
|
| 260 |
+
"test_accuracy":0.9230769231,
|
| 261 |
+
"test_loss":0.2183211094
|
| 262 |
+
},
|
| 263 |
+
{
|
| 264 |
+
"train_domain":"politics",
|
| 265 |
+
"test_domain":"social_media",
|
| 266 |
+
"test_f1":0.7692307692,
|
| 267 |
+
"test_recall":0.7833333333,
|
| 268 |
+
"test_precision":0.7556270096,
|
| 269 |
+
"test_accuracy":0.765,
|
| 270 |
+
"test_loss":0.476288982
|
| 271 |
+
},
|
| 272 |
+
{
|
| 273 |
+
"train_domain":"politics",
|
| 274 |
+
"test_domain":"news",
|
| 275 |
+
"test_f1":0.8900822457,
|
| 276 |
+
"test_recall":0.9024130856,
|
| 277 |
+
"test_precision":0.8780838477,
|
| 278 |
+
"test_accuracy":0.9572991852,
|
| 279 |
+
"test_loss":0.1272357218
|
| 280 |
+
},
|
| 281 |
+
{
|
| 282 |
+
"train_domain":"politics",
|
| 283 |
+
"test_domain":"law",
|
| 284 |
+
"test_f1":0.7892720307,
|
| 285 |
+
"test_recall":0.824,
|
| 286 |
+
"test_precision":0.7573529412,
|
| 287 |
+
"test_accuracy":0.78,
|
| 288 |
+
"test_loss":0.4792657783
|
| 289 |
+
},
|
| 290 |
+
{
|
| 291 |
+
"train_domain":"politics",
|
| 292 |
+
"test_domain":"politics",
|
| 293 |
+
"test_f1":1.0,
|
| 294 |
+
"test_recall":1.0,
|
| 295 |
+
"test_precision":1.0,
|
| 296 |
+
"test_accuracy":1.0,
|
| 297 |
+
"test_loss":0.0002473177
|
| 298 |
+
},
|
| 299 |
+
{
|
| 300 |
+
"train_domain":"politics",
|
| 301 |
+
"test_domain":"literature",
|
| 302 |
+
"test_f1":0.3043793854,
|
| 303 |
+
"test_recall":0.7560096154,
|
| 304 |
+
"test_precision":0.1905483187,
|
| 305 |
+
"test_accuracy":0.5448788982,
|
| 306 |
+
"test_loss":1.2945936228
|
| 307 |
+
},
|
| 308 |
+
{
|
| 309 |
+
"train_domain":"politics",
|
| 310 |
+
"test_domain":"dslcc",
|
| 311 |
+
"test_f1":0.8609543356,
|
| 312 |
+
"test_recall":0.839,
|
| 313 |
+
"test_precision":0.8840885142,
|
| 314 |
+
"test_accuracy":0.8645,
|
| 315 |
+
"test_loss":0.3291420008
|
| 316 |
+
},
|
| 317 |
+
{
|
| 318 |
+
"train_domain":"literature",
|
| 319 |
+
"test_domain":"web",
|
| 320 |
+
"test_f1":0.498844732,
|
| 321 |
+
"test_recall":0.3332818771,
|
| 322 |
+
"test_precision":0.9912764004,
|
| 323 |
+
"test_accuracy":0.5107150914,
|
| 324 |
+
"test_loss":0.7772094311
|
| 325 |
+
},
|
| 326 |
+
{
|
| 327 |
+
"train_domain":"literature",
|
| 328 |
+
"test_domain":"social_media",
|
| 329 |
+
"test_f1":0.4768518519,
|
| 330 |
+
"test_recall":0.3433333333,
|
| 331 |
+
"test_precision":0.7803030303,
|
| 332 |
+
"test_accuracy":0.6233333333,
|
| 333 |
+
"test_loss":0.6734199978
|
| 334 |
+
},
|
| 335 |
+
{
|
| 336 |
+
"train_domain":"literature",
|
| 337 |
+
"test_domain":"news",
|
| 338 |
+
"test_f1":0.3717409839,
|
| 339 |
+
"test_recall":0.2338923711,
|
| 340 |
+
"test_precision":0.9052892321,
|
| 341 |
+
"test_accuracy":0.848536701,
|
| 342 |
+
"test_loss":0.4165265237
|
| 343 |
+
},
|
| 344 |
+
{
|
| 345 |
+
"train_domain":"literature",
|
| 346 |
+
"test_domain":"law",
|
| 347 |
+
"test_f1":0.4414003044,
|
| 348 |
+
"test_recall":0.29,
|
| 349 |
+
"test_precision":0.923566879,
|
| 350 |
+
"test_accuracy":0.633,
|
| 351 |
+
"test_loss":0.5607857906
|
| 352 |
+
},
|
| 353 |
+
{
|
| 354 |
+
"train_domain":"literature",
|
| 355 |
+
"test_domain":"politics",
|
| 356 |
+
"test_f1":0.4258962012,
|
| 357 |
+
"test_recall":0.2709326072,
|
| 358 |
+
"test_precision":0.995,
|
| 359 |
+
"test_accuracy":0.6861655455,
|
| 360 |
+
"test_loss":0.6689580093
|
| 361 |
+
},
|
| 362 |
+
{
|
| 363 |
+
"train_domain":"literature",
|
| 364 |
+
"test_domain":"literature",
|
| 365 |
+
"test_f1":0.8822571894,
|
| 366 |
+
"test_recall":0.9771634615,
|
| 367 |
+
"test_precision":0.8041543027,
|
| 368 |
+
"test_accuracy":0.9656482508,
|
| 369 |
+
"test_loss":0.0944039155
|
| 370 |
+
},
|
| 371 |
+
{
|
| 372 |
+
"train_domain":"literature",
|
| 373 |
+
"test_domain":"dslcc",
|
| 374 |
+
"test_f1":0.6126616746,
|
| 375 |
+
"test_recall":0.45,
|
| 376 |
+
"test_precision":0.9594882729,
|
| 377 |
+
"test_accuracy":0.7155,
|
| 378 |
+
"test_loss":0.5157332782
|
| 379 |
+
}
|
| 380 |
+
]
|