مراجع:
استخدم الأمر التالي لتحميل مجموعة البيانات هذه في TFDS:
ds = tfds.load('huggingface:jigsaw_toxicity_pred')
- الوصف :
This dataset consists of a large number of Wikipedia comments which have been labeled by human raters for toxic behavior.
- الترخيص : تم إصدار مجموعة بيانات "تصنيف التعليقات السامة" بموجب CC0 ، مع تحكم نص التعليق الأساسي بواسطة CC-SA-3.0 من Wikipedia.
- الإصدار : 1.1.0
- الانقسامات :
| انشق، مزق | أمثلة |
|---|---|
'test' | 63978 |
'train' | 159571 |
- الميزات :
{
"comment_text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"toxic": {
"num_classes": 2,
"names": [
"false",
"true"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"severe_toxic": {
"num_classes": 2,
"names": [
"false",
"true"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"obscene": {
"num_classes": 2,
"names": [
"false",
"true"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"threat": {
"num_classes": 2,
"names": [
"false",
"true"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"insult": {
"num_classes": 2,
"names": [
"false",
"true"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
},
"identity_hate": {
"num_classes": 2,
"names": [
"false",
"true"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
}
}