metadata
language:
- fr
task_categories:
- token-classification
AutoTrain Dataset for project: test
Dataset Description
This dataset has been automatically processed by AutoTrain for project test.
Languages
The BCP-47 code for the dataset's language is fr.
Dataset Structure
Data Instances
A sample from this dataset looks as follows:
[
{
"tokens": [
"CCI",
"CCI",
"CCI",
"CCI bifocal G3, 7 et 25 mm",
"CCI bifocal G3, 7 et 25 mm",
"CCI",
"18/04/2019 : mammectomie dt + CA",
"18/04/2019 : mammectomie dt + CA",
"RO+ 20%",
" RO+ 20%",
"RO+",
"RO+",
"18/04/2019 : mammectomie dt + CA",
"18/04/2019 : mammectomie dt + CA",
"RP-",
"RP-",
"18/04/2019 : mammectomie dt + CA",
"18/04/2019 : mammectomie dt + CA",
"HER2 2+",
"HER2 2+",
"HER2 +",
"HER2 +",
"18/04/2019 : mammectomie dt + CA",
"18/04/2019 : mammectomie dt + CA",
"Fish+",
"Fish+",
"18/04/2019 : mammectomie dt + CA",
"18/04/2019 : mammectomie dt + CA",
"N+ 17/19",
"N+ 17/19",
"18/04/2019 : mammectomie dt + CA",
"18/04/2019 : mammectomie dt + CA",
"CA15-3 : 12 UI",
"CA15-3 : 12 UI",
"18/04/2019 : mammectomie dt + CA",
"18/04/2019 : mammectomie dt + CA",
"PS-0",
"PS-0",
"PS-0",
"PS-0",
" 03/2020",
"08/2020",
" 03/2020",
"08/2020"
],
"tags": [
28,
28,
28,
37,
37,
28,
14,
14,
29,
29,
29,
29,
32,
32,
33,
33,
34,
34,
19,
19,
19,
19,
20,
20,
17,
17,
18,
18,
23,
23,
24,
24,
6,
6,
7,
7,
27,
27,
27,
27,
12,
12,
12,
12
]
},
{
"tokens": [
"K sein D",
"1992 : K sein D",
"CA15-3 =1890",
"CA 15-3 : 5200",
"10/18",
"11/21",
"PS-2",
"10/18"
],
"tags": [
28,
14,
6,
6,
7,
7,
27,
12
]
}
]
Dataset Fields
The dataset has the following fields (also called "features"):
{
"tokens": "Sequence(feature=Value(dtype='string', id=None), length=-1, id=None)",
"tags": "Sequence(feature=ClassLabel(names=['ALK', 'ALK_DATE', 'BRAF', 'BRAF_DATE', 'BRCA', 'BRCA_DATE', 'CA15-3', 'CA15-3_DATE', 'CK20', 'CK20_DATE', 'CK7', 'CK7_DATE', 'Date PS', 'Date arr\u00eat traitement', 'Date du diagnostic de la tumeur primitive', 'EGFR', 'EGFR_DATE', 'FISH', 'FISH_DATE', 'HER2', 'HER2_DATE', 'KI67', 'KI67_DATE', 'N+', 'N+_DATE', 'PDL1', 'PDL1_DATE', 'PS', 'Premier type histologique de cancer', 'RO', 'ROS', 'ROS_DATE', 'RO_DATE', 'RP', 'RP_DATE', 'TTF1', 'TTF1_DATE', 'Taille de la tumeur primitive au diagnostic', 'motif arr\u00eat traitement', 'r\u00e9cepteurs hormonaux', 'r\u00e9cepteurs_hormonaux_DATE'], id=None), length=-1, id=None)"
}
Dataset Splits
This dataset is split into a train and validation split. The split sizes are as follow:
| Split name | Num samples |
|---|---|
| train | 999 |
| valid | 508 |