GlowstickAI/banking-clinc-oos

---
dataset_info:
- config_name: imbalanced
features:
- name: text
dtype: string
- name: intent
dtype:
class_label:
names:
'0': account_blocked
'1': interest_rate
'2': report_lost_card
'3': freeze_account
'4': bill_balance
'5': improve_credit_score
'6': balance
'7': exchange_rate
'8': credit_limit
'9': oos
'10': card_declined
'11': rewards_balance
'12': bill_due
'13': damaged_card
'14': pin_change
'15': replacement_card_duration
'16': new_card
'17': income
'18': taxes
'19': rollover_401k
'20': direct_deposit
'21': credit_limit_change
'22': pay_bill
'23': order_checks
'24': transfer
'25': international_fees
'26': min_payment
splits:
- name: test
num_bytes: 286966
num_examples: 5500
- name: train
num_bytes: 546901
num_examples: 10625
- name: validation
num_bytes: 160298
num_examples: 3100
download_size: 426123
dataset_size: 994165
- config_name: plus
features:
- name: text
dtype: string
- name: intent
dtype:
class_label:
names:
'0': account_blocked
'1': interest_rate
'2': report_lost_card
'3': freeze_account
'4': bill_balance
'5': improve_credit_score
'6': balance
'7': exchange_rate
'8': credit_limit
'9': oos
'10': card_declined
'11': rewards_balance
'12': bill_due
'13': damaged_card
'14': pin_change
'15': replacement_card_duration
'16': new_card
'17': income
'18': taxes
'19': rollover_401k
'20': direct_deposit
'21': credit_limit_change
'22': pay_bill
'23': order_checks
'24': transfer
'25': international_fees
'26': min_payment
splits:
- name: test
num_bytes: 286966
num_examples: 5500
- name: train
num_bytes: 791247
num_examples: 15250
- name: validation
num_bytes: 160298
num_examples: 3100
download_size: 509960
dataset_size: 1238511
- config_name: small
features:
- name: text
dtype: string
- name: intent
dtype:
class_label:
names:
'0': account_blocked
'1': interest_rate
'2': report_lost_card
'3': freeze_account
'4': bill_balance
'5': improve_credit_score
'6': balance
'7': exchange_rate
'8': credit_limit
'9': oos
'10': card_declined
'11': rewards_balance
'12': bill_due
'13': damaged_card
'14': pin_change
'15': replacement_card_duration
'16': new_card
'17': income
'18': taxes
'19': rollover_401k
'20': direct_deposit
'21': credit_limit_change
'22': pay_bill
'23': order_checks
'24': transfer
'25': international_fees
'26': min_payment
splits:
- name: test
num_bytes: 286966
num_examples: 5500
- name: train
num_bytes: 394124
num_examples: 7600
- name: validation
num_bytes: 160298
num_examples: 3100
download_size: 369492
dataset_size: 841388
configs:
- config_name: imbalanced
data_files:
- split: test
path: imbalanced/test-*
- split: train
path: imbalanced/train-*
- split: validation
path: imbalanced/validation-*
- config_name: plus
data_files:
- split: test
path: plus/test-*
- split: train
path: plus/train-*
- split: validation
path: plus/validation-*
- config_name: small
data_files:
- split: test
path: small/test-*
- split: train
path: small/train-*
- split: validation
path: small/validation-*
---
# Dataset Card for "banking-clinc-oos"

[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

原始信息汇总

数据集概述

数据集配置

配置名称：imbalanced

• 特征
  • text: 字符串类型
  • intent: 分类标签
    • 标签名称:
      • 0: account_blocked
      • 1: interest_rate
      • 2: report_lost_card
      • 3: freeze_account
      • 4: bill_balance
      • 5: improve_credit_score
      • 6: balance
      • 7: exchange_rate
      • 8: credit_limit
      • 9: oos
      • 10: card_declined
      • 11: rewards_balance
      • 12: bill_due
      • 13: damaged_card
      • 14: pin_change
      • 15: replacement_card_duration
      • 16: new_card
      • 17: income
      • 18: taxes
      • 19: rollover_401k
      • 20: direct_deposit
      • 21: credit_limit_change
      • 22: pay_bill
      • 23: order_checks
      • 24: transfer
      • 25: international_fees
      • 26: min_payment
• 分割
  • test: 5500个样本，286966字节
  • train: 10625个样本，546901字节
  • validation: 3100个样本，160298字节
• 下载大小: 426123字节
• 数据集大小: 994165字节

配置名称：plus

• 特征
  • text: 字符串类型
  • intent: 分类标签
    • 标签名称:
      • 0: account_blocked
      • 1: interest_rate
      • 2: report_lost_card
      • 3: freeze_account
      • 4: bill_balance
      • 5: improve_credit_score
      • 6: balance
      • 7: exchange_rate
      • 8: credit_limit
      • 9: oos
      • 10: card_declined
      • 11: rewards_balance
      • 12: bill_due
      • 13: damaged_card
      • 14: pin_change
      • 15: replacement_card_duration
      • 16: new_card
      • 17: income
      • 18: taxes
      • 19: rollover_401k
      • 20: direct_deposit
      • 21: credit_limit_change
      • 22: pay_bill
      • 23: order_checks
      • 24: transfer
      • 25: international_fees
      • 26: min_payment
• 分割
  • test: 5500个样本，286966字节
  • train: 15250个样本，791247字节
  • validation: 3100个样本，160298字节
• 下载大小: 509960字节
• 数据集大小: 1238511字节

配置名称：small

• 特征
  • text: 字符串类型
  • intent: 分类标签
    • 标签名称:
      • 0: account_blocked
      • 1: interest_rate
      • 2: report_lost_card
      • 3: freeze_account
      • 4: bill_balance
      • 5: improve_credit_score
      • 6: balance
      • 7: exchange_rate
      • 8: credit_limit
      • 9: oos
      • 10: card_declined
      • 11: rewards_balance
      • 12: bill_due
      • 13: damaged_card
      • 14: pin_change
      • 15: replacement_card_duration
      • 16: new_card
      • 17: income
      • 18: taxes
      • 19: rollover_401k
      • 20: direct_deposit
      • 21: credit_limit_change
      • 22: pay_bill
      • 23: order_checks
      • 24: transfer
      • 25: international_fees
      • 26: min_payment
• 分割
  • test: 5500个样本，286966字节
  • train: 7600个样本，394124字节
  • validation: 3100个样本，160298字节
• 下载大小: 369492字节
• 数据集大小: 841388字节

数据文件路径

配置名称：imbalanced

• test: imbalanced/test-*
• train: imbalanced/train-*
• validation: imbalanced/validation-*

配置名称：plus

• test: plus/test-*
• train: plus/train-*
• validation: plus/validation-*

配置名称：small

• test: small/test-*
• train: small/train-*
• validation: small/validation-*