task_categories:text-classification language:en region:us
---
language:
- en
task_categories:
- text-classification

---
# AutoTrain Dataset for project: textclassifier_307samples

## Dataset Description

This dataset has been automatically processed by AutoTrain for project textclassifier_307samples.

### Languages

The BCP-47 code for the dataset's language is en.

## Dataset Structure

### Data Instances

A sample from this dataset looks as follows:

```json
[
  {
    "text": "SURESH\nfrom\nFALTILBE MEINENT\nVOC Schenker in\nDEATH CERTIFICATE\ndan 12'17 of the\n1 and fuls 213\nmess\nStore\n",
    "target": 4
  },
  {
    "text": "III Manulife\nACCIDENT AND HEALTH CLAIM\nDear Claimant,\nWe are sorry to learn of your accident/illness.\nIn order for us to process your claim, we require the following:\n1. Completed Accident and Health Claim Form.\n2. Hospital discharge summary, doctor's memo, medical report, MRI/X-ray results or Attending Physician's Statement (APS) to\nsupport the diagnosis.\n3. Final hospital/clinic bills:\n- For bills that indicate any payment by CPF MediSave and/or CPF MediShield Life, please provide statement from CPF\nBoard showing the deductions and Hospital Registration/Reference Number.\nFor bills from Traditional Chinese Medicine (TCM) or Chiropractic clinics, please ensure that the practitioner's name is\nindicated on the bills.\n(Do not submit original bills. However, keep the originals for 6 months from the submission date as we may require you to\nprovide them to us.)\n4. Medical certificates if claiming weekly indemnity (i.e. medical leave).\n5. Child's birth certificate if claiming Baby Bonus Benefit.\n6. Policy Owner's bank statement or passbook with name & account number if preferred payment is Electronic Fund Transfer (EFT)\nto a Singapore bank account, if an existing EFT has not been set up for the same bank account.\n7. Police report (if any).\nTo avoid any delay in processing your claim, please ensure that all required documents are completed and submitted. We may\nrequire further information/document(s) from you in certain circumstances.\nNotes:\nI. The fee for obtaining the hospital discharge summary, doctor's memo, medical report, MRI/X-ray reports or Attending\nPhysician's Statement shall be borne by the Policy Owner.\nII. All documents in foreign languages must be officially translated to English by a certified translator/interpreter.\nOnline\nsubmission\nWe encourage you to submit your claim to us via our online eClaim platform at www.manulife.com.sg/en/self-serve/file-a-claim.html.\nThis will help us process your claim more swiftly. There is no need to complete this claim form if you are submitting the claim online.\nManual\nYou may submit the completed and signed form with all relevant documents to us through any of the following modes:\nsubmission Email - SGP A&Hclaims@manulife.com\nMail - 8 Cross Street #15-01, Manulife Tower, Singapore 048424\nNeed Help? Please contact your Financial Representative if you require assistance. Alternatively, you may email us at\nservice@manulife.com or call our Client Service Officers at 6833 8188.\nINTERNAL USE - FOR STAFFs\nIf there is a follow-up claim number, do not create a claim number.\nFollow-up Claim No.\nPolicy No.\nClaim Type\nCL-105\n\u2610 CL-106\nCL-107\nAHCF-1221-3\nNo. of pages\nDate\nPage 1 of 5\n111\nManulife\nACCIDENT AND HEALTH CLAIM\ni\nPlease note that:\n1. The mere issue of this form or any other form(s) does not represent any admission of liability by Manulife (Singapore) Pte. Ltd.\n2. This form is to be completed by the Policy Owner, or a Financial Representative on behalf of the Policy Owner.\n3. You will receive the outcome of your claim within 10 working days.\nBEFORE you submit this claim form, do ensure your latest mailing address, mobile and email have been updated with us.\nLog in to our secured customer portal, MyManulife, at www.mymanulife.com.sg for an immediate update. You will NOT\nreceive claim updates if your particulars are outdated.\nAlternatively, you may fill in the Personal Details Update form and send it to us. Go to www.manulife.com.sg to download\nthis form. This method is NOT preferred though, as we will not be able to update your particulars if your signature does not\nmatch that in our records. This will cause a delay in the processing of your claim.\nPart 1\nPOLICY INFORMATION\nA. About the Policy Owner\nPolicy number(s)\n602200/46/15\nFull name\nSURESH CHANDRASEKHARAN\nNRIC/Passport number Z4308909\nB. Life Insured's Details\nSURESH CHANDRASEKHARAN\nFull name (if different from Policy Owner)\nNRIC/Passport no. (if different from Policy Owner)\nZ4308909\n\u2610 Self-employed\nLife Insured's Employment (compulsory to be completed)\nCurrent employment status\nUnemployed \u2611 Employed\nCurrent occupation/title\nSOFTWARE ENGINEER\nCurrent employer's name\nNEUTRINOS TECHNOLOGIES PTE. LTD.\nCurrent employer's address\n#2 SIMEI STREET 1, SIMEI SINGAPORE\nPolicy Owner's relationship with the Life Insured \u2611 Self\n\u2610 Spouse\nParent\nPart 2\nCLAIM DETAILS\nIllness\n\u2611 Accident\nBaby Bonus Benefit\nWhat is the cause of this claim?\nA. Claim details (for illness)\nWAS DRIVING ON N-91, CRASHED INTO A TREE. SEVERE PAIN IN THE LEFT\nLEG.\nDescribe the symptoms\nDoctor's diagnosis\nAHCF-1221-3\nON EXAMINATION FOUND SHATTERED PATELLA, WITH FRACTURES IN TIBIA\nAND FIBULA.\nDate of diagnosis\n14-Jan-2022\n(DD-MMM-YYYY)\nPage 2 of 5\nIII Manulife\nACCIDENT AND HEALTH CLAIM\nB. Claim details (for accident)\nAccident details\nLocation of accident\nDate of accident (DD-MMM-YYYY)\n13-Jan-2022\nTime of accident \u2610 am \u2713 pm\n11:20\nN-91\nActivity Insured was doing at the time of accident\nExercising in a gym\nRunning/walking outdoors\nPlaying racquet game/golf Swimming\nOthers (Please specify)\nDriving/travelling in a vehicle\nCarrying out home chores\nPlaying football/soccer\nCarrying out work duties\nAccident description\nInsured lifted an object\nInsured fell down\nOthers (Please specify)\nInsured collided with\nsomeone/an object\nInsured suffered a blow/impact\nfrom an external object\nInjury description\nFracture\nOthers (Please specify)\nExternal wound like cuts/bruises\nFood poisoning\nWas TCM Practitioner or Chiropractor consulted?\n\u2610 Yes\n\u2611 No\nName of TCM Practitioner or Chiropractor\nWas any imaging test (such as X-ray or MRI) done?\n\u2611 Yes\nNo\nIf yes, please provide report.\nWas there a diagnosis of gastroenteritis or stomach flu?\nYes\n\u2611 No\nWas the insured pregnant when the accident happened?\nYes\n\u2611 No\n\u2610 Not applicable\nWas the accident reported to police?\n\u2611 Yes\n\u2610 No\nIf yes, please provide police report.\nAdditional details you may wish to provide on the accident\nTHE CAB DRIVER WAS OVERSPEEDING AND NOT UNDER INFLUENCE. POLICE REPORT ATTACHED.\n\u2611 Yes\n\u2610 No\nC. Details of any hospitalisation or medical leave\nWas a day surgery performed?\nDate of day surgery\nWas the Insured hospitalised?\n15-Jan-2022\n(DD-MMM-YYYY)\n\u2611 Yes\n\u2610 No\nFrom 14-Jan-2022\nto 22-Jan-2022\nPeriod of hospitalisation\n(DD-MMM-YYYY)\n(DD-MMM-YYYY)\nFrom\nto\nWas medical leave taken due to this incident?\n\u2611 Yes\nNo\nFrom 13-Jan-2022\nto 21-Jan-2022\nPeriod of medical leave\n(DD-MMM-YYYY)\n(DD-MMM-YYYY)\nFrom\nto\nHas the insured resumed work?\n\u2610 Yes\n\u2611 No\n(DD-MMM-YYYY)\nDate of return to work\nWere light duties given at work?\n\u2610 Yes\nNo\nFrom\nto\nPeriod of light duties\n(DD-MMM-YYYY)\n(DD-MMM-YYYY)\nFrom\nto\nAHCF-1221-3\nD. Other insurance covering the same plan\nIs this hospitalisation bill partially/fully\nreimbursed by Integrated Shield Policy?\n\u2610 Yes\n\u2611 No\nNot applicable\nIf yes, please provide settlement letter.\nPage 3 of 5\nIII Manulife\nACCIDENT AND HEALTH CLAIM\nIs this claim submitted or to be submitted\nto other insurer/employer/party?\nYes\n\u2610 No\nIf yes, please provide settlement letter.\nName of insurer/employer/party\nSURESH CHANDRASEKHARAN\nPart 3\nPAYOUT OPTION\nBy default, we will pay to the Policy Owner's bank account linked to their PayNow registered with their Singapore NRIC/FIN.\nIf PayNow transaction is unsuccessful because the Policy Owner does not have a PayNow account, or if the PayNow account is\nregistered with a mobile number, we will send a cheque to the Policy Owner's mailing address as per our record. Register or add\nSingapore NRIC/FIN to the PayNow account via internet banking or mobile banking application.\nExceptions to Pay Now\n\u2022 If the policies have existing Electronic Fund Transfer (EFT) arrangements, the payout will be via EFT.\nIf a new EFT arrangement is opted by selecting the EFT option below, the payout will be via EFT.\nIf the claim payout exceeds S$200,000, or it is to a non-Policy Owner, the payout will be via cheque.\n\u2022 If the policy is subject to a trust created under Section 49L of the Insurance Act (Cap 142), or Section 73 of the Conveyancing\nand Law of Property Act (Cap 61), both PayNow or EFT will not apply and the payout will be via cheque.\nIf the Policy Owner does not have an existing EFT arrangement and wish to set up one, tick the option below. This will apply to\nall future payouts for all policies that qualify for this claim.\n\u2611 Electronic Fund Transfer (EFT)\nPlease fill in the table below and submit a copy of bank statement OR bank passbook showing account holder's name &\naccount number.\nThis must be a Singapore bank account denominated in Singapore Dollar that belongs to the Policy Owner.\nBank account number\n456-1-006307-4\nBank name\nSTANDARD CHARTERED BANK\nIf the requirements for EFT are not met, we will send a cheque to Policy Owner's mailing address as per our record.\nPart 4\nDECLARATION & AUTHORISATION BY POLICY OWNER OR CLAIMANT\n1. I/We declare, represent and warrant that all answers, information and supporting documents given by me/us in/with this form are,\nto the best of my/our knowledge and belief, correct, true and complete; and no material information has been withheld nor omitted.\n2. I/We consent to Manulife (Singapore) Pte. Ltd. (\"Manulife\") seeking/providing information about the life insured and this claim form\nfrom/to any medical practitioners, health care providers, insurers, organisations, investigation agencies, governmental\norganisations, regulators and any other parties in Singapore or any other country for purposes reasonably required by Manulife to\nprocess and administer my/our claims (\"Purposes\u201d). A photocopy or electronic copy of this authorisation shall be as valid as the\noriginal.\n3. I/We confirm that I/we have read and understood Manulife Statement of Personal Data Protection which may be amended by\nManulife from time to time (\"Manulife Statement\u201d). I/We consent to the collection, use, disclosure and processing of my/our, and\nlife insured's personal data in accordance with Manulife Statement and agree to be bound by Manulife Statement. I/We have\nobtained a hard copy of Manulife Statement from Manulife and/or downloaded a soft copy of it from www.manulife.com.sg.\n4. I/We agree that the personal data collected in this form and supporting documents will be used by Manulife for the purpose of\ncomplying with my request and other purposes reasonably required by Manulife to process and administer my/our claims.\n5. I/We authorise any person, party, organisation, company, corporation, body and partnership, including but not limited to, any\nmedical practitioners, health care providers, insurers, and investigative agencies in Singapore or any other country, to release,\ndisclose or exchange any information (including personal data or personal health information) to or with Manulife for the Purposes.\n6. I/We confirm that I/we am/are not an undischarged bankrupt, in winding up, receivership or judicial management and there is\ncurrently no pending or threatened bankruptcy or winding up proceeding, receivership or judicial management proceeding against\nme/us.\nAHCF-1221-3\nPage 4 of 5\nIII Manulife\nACCIDENT AND HEALTH CLAIM\n7. I/We authorise Manulife to assess the completed claim form and supporting documents received via electronic mail or online portal\nprovided by Manulife (\"Electronic Services\"). I/We agree that Manulife is not responsible for verifying the authenticity of the\ninstructions given or purported to be given by me/us. Manulife reserves the right (but not obliged) to suspend or disallow the claims\nprocessing for verification or other purposes as Manulife deems fit and shall not be liable for any losses incurred in consequence.\nI/We agree that Manulife shall not be liable for any losses arising from any submissions or instructions lost in transmission whether\ndue to breakdown in the system or otherwise. Manulife retains full authority and discretion to amend the terms and manner of use\nof the Electronic Services at all times. I/We understand that transmission of submissions or instructions via Electronic Services\nshall be evidenced by the receipt of a successful message.\n8. I/We agree to indemnify and hold harmless Manulife from and against any and all demands, claims, actions, damages, suits\nproceedings, assessments, judgments, costs, losses (whether direct, indirect, special or consequential) including legal costs, and\nother expenses arising from or in connection with Manulife accepting and acting on these submissions or instructions (including\nwhere relevant, the use of the Electronic Services).\n9. I/We am/are aware that this form will not be effective until it is formally accepted and approved by Manulife.\n10. If this claim form is submitted by a financial representative or third party on my/our behalf, I/we acknowledge and authorise\nfinancial representative or third party to provide the declarations, representations and warranties stated under the Declaration &\nAuthorisation by Financial Representative or Third Party heading on my/our behalf.\nI/We confirm and represent that the electronic medical invoice(s) submitted is a true copy issued by the medical institution. I/We\nunderstand and agree that I/we can claim or be reimbursed for the medical invoice(s) that I/we have incurred one time only\nregardless of the number of medical insurance policies I/we may have. I/We will not claim from my/our employer, any other\ninsurer or party for the same medical invoice(s) on the portion that will be reimbursed by Manulife. Otherwise, it may amount to\nfraud. I/We will keep the original or certified true copy of medical invoice(s) for a period of 6 months from the date of submission,\nand provide the same to Manulife upon request. I/We agree that Manulife may recover any excess amount paid to me/us.\nName\nNRIC/Passport No.\nContact No.\nE-mail\nDate\nSURESH CHANDRASEKHARAN\nZ4308909\n86439925\nSURESH.CHANDRASEKHARAN@GMAIL\n21-Jan-2022\n(DD-MMM-YYYY)\nSignature is not required for this form. By submitting this form to Manulife, the policy owner is deemed to have read, understood\nand agreed to the terms and conditions stated in this part 4.\nPart 5 (applicable if financial representative or third party is submitting this claim)\nDECLARATION & AUTHORISATION BY FINANCIAL REPRESENTATIVE OR THIRD PARTY\nI declare, represent and warrant that:\n(a) I am completing and submitting this claim form and supporting documents to Manulife (Singapore) Pte Ltd on behalf of the\npolicy owner/claimant based on the instruction, information (including the personal data) and supporting documents provided\nby the policy owner/claimant;\n(b) to the best of my knowledge and belief, such information and supporting documents stated in subclause (a) above are correct,\ntrue and complete;\n(c) the policy owner/claimant has authorised me to agree on the terms and conditions under the Declaration & Authorisation by\nPolicy Owner/Claimant heading, on policy owner/claimant's behalf; and\n(d) I have explained to the policy owner that (i) only true copy of medical invoice(s) issued by the medical institution may be\nsubmitted to Manulife; (ii) the incurred medical invoice(s) can be reimbursed one time only regardless of the number of medical\ninsurance policies policy owner may have; (iii) policy owner cannot claim from his/her employer, any other insurer or party for\nthe same medical invoice(s) on the portion that will be reimbursed by Manulife. Otherwise, it may amount to fraud; (iv) policy\nowner will need to keep original or certified true copy of medical invoice(s) for a period of 6 months from the date of submission,\nand provide the same to Manulife upon request; and (v) Manulife may recover any excess amount paid to policy owner.\nAHCF-1221-3\nName & Code\nBranch\nDate\n(DD-MMM-YYYY)\nPage 5 of 5\nIII Manulife\nThe fastest way to receive\npayment from us!\nCredited directly into your\nregistered bank account via PayNow.\nRegister PayNow with your NRIC or FIN.\nPAY\nNOW\nRegister for\nPayNow\nYou need to have a bank account with one of the\nparticipating banks\u00b9\nTo register for PayNow, use participating bank's internet\nbanking platform, mobile banking app, or SMS\u00b2\nLink your Singapore NRIC or FIN to your bank account\u00b3\nRegister via Internet banking\nor mobile banking app\nRegister via SMS\nStep 1. Log in to your bank's internet banking\nplatform or mobile banking app.\nStep 2. At the PayNow registration screen, link\nyour Singapore NRIC or FIN to your bank\naccount number. An SMS OTP verification\nprocess may be required.\nSimply send an SMS to your bank in\nthe required formats. Please check\nwith your bank for details.\nThe list of participating banks can be found from https://www.abs.org.sg/consumer-banking/pay-now\n\u00b2 Applicable to some banks only\n3 For existing PayNow users who have earlier linked your mobile number to your bank account, you need\nnot delink your mobile number. You just need to follow the steps to also link your Singapore NRIC or FIN\nto your preferred bank account.\n",
    "target": 3
  }
]
```

### Dataset Fields

The dataset has the following fields (also called "features"):

```json
{
  "text": "Value(dtype='string', id=None)",
  "target": "ClassLabel(names=['Aadhaar_Card', 'BANK STATEMENT', 'CBC', 'Claim Form', 'Death_Certificate', 'Discharge_Summary', 'Invoice', 'MILITARY ID', 'NRIC', 'PASSPORT', 'Policy_Document', 'URINALYSIS', 'USG', 'VN ID CARD (NEW)', 'VN RESIDENCE CARD (OLD)'], 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        | 240 |
| valid        | 67 |
