Dataset
View Dataset .csv
Sentence # | Word | POS | Tag |
---|---|---|---|
Sentence: 0 | studies | NNS | O |
Sentence: 0 | on | IN | O |
Sentence: 0 | magnesium | NN | O |
Sentence: 0 | s | NN | O |
Sentence: 0 | mechanism | NN | O |
Sentence: 0 | of | IN | O |
Sentence: 0 | action | NN | O |
Sentence: 0 | in | IN | O |
Sentence: 0 | digitalis | NN | B-plant |
Sentence: 0 | induced | VBD | O |
Sentence: 0 | arrhythmias | NNS | B-disease |
... |
Entities | precision | recall | f1-score | support | time |
---|---|---|---|---|---|
Disease | 0,776 | 0,648 | 0,706 | 219 | 0.00.13 |
Plant | 0,841 | 0,851 | 0,846 | 168 | |
micro avg | 0,807 | 0,736 | 0,770 | 387 | |
macro avg | 0,809 | 0,750 | 0,776 | 387 | |
weighted avg | 0,804 | 0,736 | 0,767 | 387 | |
F-1 Scores | 77% |
Top positive:
4.842843 plant word.lower():garlic
4.709949 plant word.lower():onion
4.073929 disease word.lower():toxicity
4.054944 plant word.lower():coriander
4.027413 disease word.lower():fracture
3.990277 plant word.lower():pomegranate
3.653315 plant word.lower():cannabis
3.653315 plant word[-3:]:bis
3.576833 disease word.lower():malignancies
3.425418 plant word.lower():wheat
3.279002 plant word.lower():soybean
3.225197 plant word.lower():pecan
3.170079 disease word.lower():hypertension
3.148002 disease word.lower():tumors
3.122960 plant word[-3:]:lis
3.075669 plant +1:word.lower():oil
3.048397 disease word.lower():diabetic
3.013212 disease +1:word.lower():cavity
2.998055 disease word.lower():allergy
2.995630 plant word[-3:]:rry
2.992128 disease word.lower():cataract
2.981014 disease word.lower():bleeding
2.979117 disease word.lower():cancer
2.978557 disease word.lower():tuberculosis
2.965201 O word.lower():apoptosis
2.927497 disease word[-2:]:dm
2.881254 disease word.lower():cancers
2.833302 O word.lower():virus
2.810619 disease word.lower():diabetes
2.798214 plant +1:word.lower():edulis
Top negative:
-3.359532 O word.lower():onion
-3.066623 O -1:word.lower():amounts
-2.745636 O word.lower():hypertension
-2.708038 O word.lower():soybean
-2.644523 O word.lower():wheat
-2.623507 O word.lower():diabetic
-2.338203 O word.lower():tumors
-2.152337 O -1:word.lower():neoplasia
-2.130136 O word.lower():onions
-2.130066 O word.lower():wheezing
-2.118473 O word[-2:]:za
-2.094815 O +1:word.lower():specimens
-2.090329 O word[-2:]:ra
-2.073248 O -1:word.lower():therapy
-2.055149 O word[-2:]:ia
-2.020333 O word[-2:]:go
-2.011253 O word.lower():garlic
-1.958288 O +1:word.lower():korean
-1.946295 O word.lower():cancers
-1.893636 disease -1:word.lower():tumors
-1.880753 O word.lower():soreness
-1.869144 O word[-2:]:na
-1.867619 O word.lower():cytotoxicity
-1.836304 O word[-3:]:oes
-1.826616 disease -1:word.lower():diseases
-1.777637 O word[-2:]:oa
-1.766677 O word[-2:]:ae
-1.765827 O word.lower():intestinal
-1.751468 O word.lower():occlusion
-1.743117 O word[-3:]:nut