yuufong/vietmed_ner_v5

该数据集包含三个主要特征：words、tags和labels。words是一个字符串序列，tags是一个序列，其中包含多个类标签，每个标签对应一个特定的实体类型，如组织、预防药物、疾病症状等。labels也是一个字符串序列。数据集分为训练集、验证集和测试集，分别包含4616、1154和3497个样本。数据集的下载大小为606431字节，总大小为5339324字节。

The dataset contains three main features: words, tags, and labels. words is a sequence of strings, tags is a sequence containing multiple class labels, each corresponding to a specific entity type such as organization, preventive medicine, disease symptoms, etc. labels is also a sequence of strings. The dataset is divided into training, validation, and test sets, containing 4616, 1154, and 3497 samples respectively. The download size of the dataset is 606431 bytes, and the total size is 5339324 bytes.

原始信息汇总

数据集概述

数据集特征

• words: 字符串序列
• tags: 分类标签序列，包含以下类别：
  • 0: I-ORGAN
  • 1: B-PREVENTIVEMED
  • 2: B-DISEASESYMTOM
  • 3: B-FOODDRINK
  • 4: B-ORGANIZATION
  • 5: B-OCCUPATION
  • 6: B-DRUGCHEMICAL
  • 7: I-FOODDRINK
  • 8: I-DISEASESYMTOM
  • 9: I-UNITCALIBRATOR
  • 10: I-DATETIME
  • 11: I-DIAGNOSTICS
  • 12: B-TRANSPORTATION
  • 13: B-GENDER
  • 14: B-AGE
  • 15: B-DATETIME
  • 16: B-LOCATION
  • 17: B-TREATMENT
  • 18: I-DRUGCHEMICAL
  • 19: I-PREVENTIVEMED
  • 20: I-TREATMENT
  • 21: I-ORGANIZATION
  • 22: 0
  • 23: B-UNITCALIBRATOR
  • 24: B-MEDDEVICETECHNIQUE
  • 25: I-OCCUPATION
  • 26: B-PERSONALCARE
  • 27: I-PERSONALCARE
  • 28: I-GENDER
  • 29: I-SURGERY
  • 30: I-AGE
  • 31: I-LOCATION
  • 32: B-DIAGNOSTICS
  • 33: I-MEDDEVICETECHNIQUE
  • 34: B-ORGAN
  • 35: B-SURGERY
  • 36: I-TRANSPORTATION

数据集划分

• train: 4616个样本，大小为1894358.4字节
• validation: 1154个样本，大小为473589.6字节
• test: 3497个样本，大小为1324467字节

数据集大小

• 下载大小: 507186字节
• 数据集总大小: 3692415.0字节

数据文件配置

• default 配置:
  • train: 路径为 data/train-*
  • validation: 路径为 data/validation-*
  • test: 路径为 data/test-*