|
[ |
|
{ |
|
"train_domain":"web", |
|
"test_domain":"web", |
|
"test_f1":0.9936874519, |
|
"test_recall":0.9962951528, |
|
"test_precision":0.9910933661, |
|
"test_accuracy":0.9907511843, |
|
"test_loss":0.0320946857 |
|
}, |
|
{ |
|
"train_domain":"web", |
|
"test_domain":"social_media", |
|
"test_f1":0.5177453027, |
|
"test_recall":0.4133333333, |
|
"test_precision":0.6927374302, |
|
"test_accuracy":0.615, |
|
"test_loss":1.0066689981 |
|
}, |
|
{ |
|
"train_domain":"web", |
|
"test_domain":"news", |
|
"test_f1":0.9286568277, |
|
"test_recall":0.9028083649, |
|
"test_precision":0.9560290615, |
|
"test_accuracy":0.9734242332, |
|
"test_loss":0.0916940171 |
|
}, |
|
{ |
|
"train_domain":"web", |
|
"test_domain":"law", |
|
"test_f1":0.9029850746, |
|
"test_recall":0.968, |
|
"test_precision":0.8461538462, |
|
"test_accuracy":0.896, |
|
"test_loss":0.2585668046 |
|
}, |
|
{ |
|
"train_domain":"web", |
|
"test_domain":"politics", |
|
"test_f1":0.9502762431, |
|
"test_recall":0.9952348536, |
|
"test_precision":0.9092039801, |
|
"test_accuracy":0.9552500731, |
|
"test_loss":0.0899655519 |
|
}, |
|
{ |
|
"train_domain":"web", |
|
"test_domain":"literature", |
|
"test_f1":0.1083423619, |
|
"test_recall":0.0600961538, |
|
"test_precision":0.5494505495, |
|
"test_accuracy":0.8697166376, |
|
"test_loss":0.3573955985 |
|
}, |
|
{ |
|
"train_domain":"web", |
|
"test_domain":"dslcc", |
|
"test_f1":0.9631087063, |
|
"test_recall":0.979, |
|
"test_precision":0.9477250726, |
|
"test_accuracy":0.9625, |
|
"test_loss":0.126759959 |
|
}, |
|
{ |
|
"train_domain":"social_media", |
|
"test_domain":"web", |
|
"test_f1":0.9436585951, |
|
"test_recall":0.9113924051, |
|
"test_precision":0.9782932891, |
|
"test_accuracy":0.9204827431, |
|
"test_loss":0.203023609 |
|
}, |
|
{ |
|
"train_domain":"social_media", |
|
"test_domain":"social_media", |
|
"test_f1":0.9754500818, |
|
"test_recall":0.9933333333, |
|
"test_precision":0.9581993569, |
|
"test_accuracy":0.975, |
|
"test_loss":0.0815092899 |
|
}, |
|
{ |
|
"train_domain":"social_media", |
|
"test_domain":"news", |
|
"test_f1":0.7864937248, |
|
"test_recall":0.6868070849, |
|
"test_precision":0.9200317704, |
|
"test_accuracy":0.9285597085, |
|
"test_loss":0.1848594282 |
|
}, |
|
{ |
|
"train_domain":"social_media", |
|
"test_domain":"law", |
|
"test_f1":0.8932735426, |
|
"test_recall":0.996, |
|
"test_precision":0.8097560976, |
|
"test_accuracy":0.881, |
|
"test_loss":0.3468673881 |
|
}, |
|
{ |
|
"train_domain":"social_media", |
|
"test_domain":"politics", |
|
"test_f1":0.9606299213, |
|
"test_recall":0.996596324, |
|
"test_precision":0.9271690944, |
|
"test_accuracy":0.9649020181, |
|
"test_loss":0.0862333973 |
|
}, |
|
{ |
|
"train_domain":"social_media", |
|
"test_domain":"literature", |
|
"test_f1":0.3936581593, |
|
"test_recall":0.6117788462, |
|
"test_precision":0.2901938426, |
|
"test_accuracy":0.7517809087, |
|
"test_loss":0.5648885816 |
|
}, |
|
{ |
|
"train_domain":"social_media", |
|
"test_domain":"dslcc", |
|
"test_f1":0.8662009672, |
|
"test_recall":0.806, |
|
"test_precision":0.9361207898, |
|
"test_accuracy":0.8755, |
|
"test_loss":0.2958846283 |
|
}, |
|
{ |
|
"train_domain":"news", |
|
"test_domain":"web", |
|
"test_f1":0.9793293523, |
|
"test_recall":0.9873417722, |
|
"test_precision":0.9714459295, |
|
"test_accuracy":0.9695465824, |
|
"test_loss":0.1293789621 |
|
}, |
|
{ |
|
"train_domain":"news", |
|
"test_domain":"social_media", |
|
"test_f1":0.768627451, |
|
"test_recall":0.98, |
|
"test_precision":0.6322580645, |
|
"test_accuracy":0.705, |
|
"test_loss":0.981377111 |
|
}, |
|
{ |
|
"train_domain":"news", |
|
"test_domain":"news", |
|
"test_f1":0.9759412829, |
|
"test_recall":0.9973836279, |
|
"test_precision":0.9554014947, |
|
"test_accuracy":0.9905788465, |
|
"test_loss":0.0277741533 |
|
}, |
|
{ |
|
"train_domain":"news", |
|
"test_domain":"law", |
|
"test_f1":0.8511749347, |
|
"test_recall":0.978, |
|
"test_precision":0.7534668721, |
|
"test_accuracy":0.829, |
|
"test_loss":0.564863497 |
|
}, |
|
{ |
|
"train_domain":"news", |
|
"test_domain":"politics", |
|
"test_f1":0.9271565495, |
|
"test_recall":0.9877467665, |
|
"test_precision":0.8735701385, |
|
"test_accuracy":0.9333138345, |
|
"test_loss":0.1556441779 |
|
}, |
|
{ |
|
"train_domain":"news", |
|
"test_domain":"literature", |
|
"test_f1":0.3968895801, |
|
"test_recall":0.7668269231, |
|
"test_precision":0.2677297524, |
|
"test_accuracy":0.6930504987, |
|
"test_loss":0.8165284163 |
|
}, |
|
{ |
|
"train_domain":"news", |
|
"test_domain":"dslcc", |
|
"test_f1":0.9337094499, |
|
"test_recall":0.993, |
|
"test_precision":0.8811002662, |
|
"test_accuracy":0.9295, |
|
"test_loss":0.2437196912 |
|
}, |
|
{ |
|
"train_domain":"law", |
|
"test_domain":"web", |
|
"test_f1":0.9825581395, |
|
"test_recall":0.9913553566, |
|
"test_precision":0.9739156809, |
|
"test_accuracy":0.9742837807, |
|
"test_loss":0.0957383344 |
|
}, |
|
{ |
|
"train_domain":"law", |
|
"test_domain":"social_media", |
|
"test_f1":0.7344913151, |
|
"test_recall":0.9866666667, |
|
"test_precision":0.5849802372, |
|
"test_accuracy":0.6433333333, |
|
"test_loss":1.4423532383 |
|
}, |
|
{ |
|
"train_domain":"law", |
|
"test_domain":"news", |
|
"test_f1":0.8725016887, |
|
"test_recall":0.9907674064, |
|
"test_precision":0.7794593474, |
|
"test_accuracy":0.9445242813, |
|
"test_loss":0.2011865249 |
|
}, |
|
{ |
|
"train_domain":"law", |
|
"test_domain":"law", |
|
"test_f1":0.9891196835, |
|
"test_recall":1.0, |
|
"test_precision":0.9784735812, |
|
"test_accuracy":0.989, |
|
"test_loss":0.0428883086 |
|
}, |
|
{ |
|
"train_domain":"law", |
|
"test_domain":"politics", |
|
"test_f1":0.8386175378, |
|
"test_recall":0.9993192648, |
|
"test_precision":0.7224409449, |
|
"test_accuracy":0.834747002, |
|
"test_loss":0.7390884905 |
|
}, |
|
{ |
|
"train_domain":"law", |
|
"test_domain":"literature", |
|
"test_f1":0.4557038835, |
|
"test_recall":0.9026442308, |
|
"test_precision":0.304788961, |
|
"test_accuracy":0.7160044325, |
|
"test_loss":0.754371062 |
|
}, |
|
{ |
|
"train_domain":"law", |
|
"test_domain":"dslcc", |
|
"test_f1":0.8919642857, |
|
"test_recall":0.999, |
|
"test_precision":0.8056451613, |
|
"test_accuracy":0.879, |
|
"test_loss":0.4133986282 |
|
}, |
|
{ |
|
"train_domain":"politics", |
|
"test_domain":"web", |
|
"test_f1":0.9460015835, |
|
"test_recall":0.9221982093, |
|
"test_precision":0.9710663199, |
|
"test_accuracy":0.9230769231, |
|
"test_loss":0.2183211094 |
|
}, |
|
{ |
|
"train_domain":"politics", |
|
"test_domain":"social_media", |
|
"test_f1":0.7692307692, |
|
"test_recall":0.7833333333, |
|
"test_precision":0.7556270096, |
|
"test_accuracy":0.765, |
|
"test_loss":0.476288982 |
|
}, |
|
{ |
|
"train_domain":"politics", |
|
"test_domain":"news", |
|
"test_f1":0.8900822457, |
|
"test_recall":0.9024130856, |
|
"test_precision":0.8780838477, |
|
"test_accuracy":0.9572991852, |
|
"test_loss":0.1272357218 |
|
}, |
|
{ |
|
"train_domain":"politics", |
|
"test_domain":"law", |
|
"test_f1":0.7892720307, |
|
"test_recall":0.824, |
|
"test_precision":0.7573529412, |
|
"test_accuracy":0.78, |
|
"test_loss":0.4792657783 |
|
}, |
|
{ |
|
"train_domain":"politics", |
|
"test_domain":"politics", |
|
"test_f1":1.0, |
|
"test_recall":1.0, |
|
"test_precision":1.0, |
|
"test_accuracy":1.0, |
|
"test_loss":0.0002473177 |
|
}, |
|
{ |
|
"train_domain":"politics", |
|
"test_domain":"literature", |
|
"test_f1":0.3043793854, |
|
"test_recall":0.7560096154, |
|
"test_precision":0.1905483187, |
|
"test_accuracy":0.5448788982, |
|
"test_loss":1.2945936228 |
|
}, |
|
{ |
|
"train_domain":"politics", |
|
"test_domain":"dslcc", |
|
"test_f1":0.8609543356, |
|
"test_recall":0.839, |
|
"test_precision":0.8840885142, |
|
"test_accuracy":0.8645, |
|
"test_loss":0.3291420008 |
|
}, |
|
{ |
|
"train_domain":"literature", |
|
"test_domain":"web", |
|
"test_f1":0.498844732, |
|
"test_recall":0.3332818771, |
|
"test_precision":0.9912764004, |
|
"test_accuracy":0.5107150914, |
|
"test_loss":0.7772094311 |
|
}, |
|
{ |
|
"train_domain":"literature", |
|
"test_domain":"social_media", |
|
"test_f1":0.4768518519, |
|
"test_recall":0.3433333333, |
|
"test_precision":0.7803030303, |
|
"test_accuracy":0.6233333333, |
|
"test_loss":0.6734199978 |
|
}, |
|
{ |
|
"train_domain":"literature", |
|
"test_domain":"news", |
|
"test_f1":0.3717409839, |
|
"test_recall":0.2338923711, |
|
"test_precision":0.9052892321, |
|
"test_accuracy":0.848536701, |
|
"test_loss":0.4165265237 |
|
}, |
|
{ |
|
"train_domain":"literature", |
|
"test_domain":"law", |
|
"test_f1":0.4414003044, |
|
"test_recall":0.29, |
|
"test_precision":0.923566879, |
|
"test_accuracy":0.633, |
|
"test_loss":0.5607857906 |
|
}, |
|
{ |
|
"train_domain":"literature", |
|
"test_domain":"politics", |
|
"test_f1":0.4258962012, |
|
"test_recall":0.2709326072, |
|
"test_precision":0.995, |
|
"test_accuracy":0.6861655455, |
|
"test_loss":0.6689580093 |
|
}, |
|
{ |
|
"train_domain":"literature", |
|
"test_domain":"literature", |
|
"test_f1":0.8822571894, |
|
"test_recall":0.9771634615, |
|
"test_precision":0.8041543027, |
|
"test_accuracy":0.9656482508, |
|
"test_loss":0.0944039155 |
|
}, |
|
{ |
|
"train_domain":"literature", |
|
"test_domain":"dslcc", |
|
"test_f1":0.6126616746, |
|
"test_recall":0.45, |
|
"test_precision":0.9594882729, |
|
"test_accuracy":0.7155, |
|
"test_loss":0.5157332782 |
|
} |
|
] |