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 | excecution time | processor | ram | model | batch size | epochs |
---|---|---|---|---|---|---|---|---|---|---|
PAD | 0,976923 | 0,976923 | 0,976923 | 130 | 0.06.21 | CPU | High | 1 | 16 | 20 |
Disease | 0,460432 | 0,450704 | 0,455516 | 142 | ||||||
Plant | 0,854962 | 0,829630 | 0,842105 | 135 | ||||||
micro avg | 0,757500 | 0,744472 | 0,750929 | 407 | ||||||
macro avg | 0,764106 | 0,752419 | 0,758181 | 407 | ||||||
weighted avg | 0,756268 | 0,744472 | 0,750289 | 407 | ||||||
F-1 Scores | 75,10% |
Sample number 2 of 131 (Test Set)
Word ||True ||Pred
==============================
background : O O
and : O O
aims : O O
large : O O
scale : O O
epidemiological: O O
studies : O O
have : O O
shown : O O
that : O O
drinking : O O
more : O O
than : O O
two : O O
cups : O O
of : O O
coffee : plant plant
per : O O
day : O O
reduces : O O
the : O O
risks : O O
hepatitis : disease disease
liver : O disease