task_categories:token-classification language:fr region:us
---
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:

```json
[
  {
    "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"):

```json
{
  "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 |
