compas-temporary / README.md
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metadata
dataset_info:
  features:
    - name: sex
      dtype:
        class_label:
          names:
            '0': Female
            '1': Male
    - name: age_cat
      dtype:
        class_label:
          names:
            '0': 25 - 45
            '1': Greater than 45
            '2': Less than 25
    - name: race
      dtype:
        class_label:
          names:
            '0': African-American
            '1': Asian
            '2': Caucasian
            '3': Hispanic
            '4': Native American
            '5': Other
    - name: c_charge_degree
      dtype:
        class_label:
          names:
            '0': F
            '1': M
    - name: c_charge_desc
      dtype:
        class_label:
          names:
            '0': Abuse Without Great Harm
            '1': Accessory After the Fact
            '2': Agg Abuse Elderlly/Disabled Adult
            '3': Agg Assault Law Enforc Officer
            '4': Agg Assault W/int Com Fel Dome
            '5': Agg Battery Grt/Bod/Harm
            '6': Agg Fleeing and Eluding
            '7': Agg Fleeing/Eluding High Speed
            '8': Aggr Child Abuse-Torture,Punish
            '9': Aggrav Battery w/Deadly Weapon
            '10': Aggrav Child Abuse-Agg Battery
            '11': Aggrav Child Abuse-Causes Harm
            '12': Aggrav Stalking After Injunctn
            '13': Aggravated Assault
            '14': Aggravated Assault W/Dead Weap
            '15': Aggravated Assault W/dead Weap
            '16': Aggravated Assault W/o Firearm
            '17': Aggravated Assault w/Firearm
            '18': Aggravated Battery
            '19': Aggravated Battery (Firearm)
            '20': Aggravated Battery (Firearm/Actual Possession)
            '21': Aggravated Battery / Pregnant
            '22': Aggravated Battery On 65/Older
            '23': Aggress/Panhandle/Beg/Solict
            '24': Aide/Abet Prostitution Lewdness
            '25': Aiding Escape
            '26': Alcoholic Beverage Violation-FL
            '27': Armed Trafficking in Cannabis
            '28': Arson II (Vehicle)
            '29': Arson in the First Degree
            '30': Assault
            '31': Assault Law Enforcement Officer
            '32': Att Burgl Conv Occp
            '33': Att Burgl Struc/Conv Dwel/Occp
            '34': Att Burgl Unoccupied Dwel
            '35': Att Tamper w/Physical Evidence
            '36': Attempt Armed Burglary Dwell
            '37': Attempt Burglary (Struct)
            '38': Attempted Burg/Convey/Unocc
            '39': Attempted Burg/struct/unocc
            '40': Attempted Deliv Control Subst
            '41': Attempted Robbery  No Weapon
            '42': Attempted Robbery  Weapon
            '43': Attempted Robbery Firearm
            '44': Battery
            '45': Battery Emergency Care Provide
            '46': Battery On A Person Over 65
            '47': Battery On Fire Fighter
            '48': Battery On Parking Enfor Speci
            '49': Battery Spouse Or Girlfriend
            '50': Battery on Law Enforc Officer
            '51': Battery on a Person Over 65
            '52': Bribery Athletic Contests
            '53': Burgl Dwel/Struct/Convey Armed
            '54': Burglary Assault/Battery Armed
            '55': Burglary Conveyance Armed
            '56': Burglary Conveyance Assault/Bat
            '57': Burglary Conveyance Occupied
            '58': Burglary Conveyance Unoccup
            '59': Burglary Dwelling Armed
            '60': Burglary Dwelling Assault/Batt
            '61': Burglary Dwelling Occupied
            '62': Burglary Structure Assault/Batt
            '63': Burglary Structure Occupied
            '64': Burglary Structure Unoccup
            '65': Burglary Unoccupied Dwelling
            '66': Burglary With Assault/battery
            '67': Carjacking w/o Deadly Weapon
            '68': Carjacking with a Firearm
            '69': Carry Open/Uncov Bev In Pub
            '70': Carrying A Concealed Weapon
            '71': Carrying Concealed Firearm
            '72': Cash Item w/Intent to Defraud
            '73': Cause Anoth Phone Ring Repeat
            '74': Child Abuse
            '75': Compulsory Attendance Violation
            '76': Compulsory Sch Attnd Violation
            '77': Computer Pornography
            '78': Consp Traff Oxycodone  4g><14g
            '79': Consp Traff Oxycodone 28g><30k
            '80': Conspiracy Dealing Stolen Prop
            '81': Conspiracy to Deliver Cocaine
            '82': Consume Alcoholic Bev Pub
            '83': Contradict Statement
            '84': Contribute Delinquency Of A Minor
            '85': Corrupt Public Servant
            '86': Counterfeit Lic Plates/Sticker
            '87': Crim Attempt/Solic/Consp
            '88': Crim Attempt/Solicit/Consp
            '89': Crim Use Of Personal Id Info
            '90': Crim Use of Personal ID Info
            '91': Crimin Mischief Damage $1000+
            '92': Criminal Attempt 3rd Deg Felon
            '93': Criminal Mischief
            '94': Criminal Mischief Damage <$200
            '95': Criminal Mischief>$200<$1000
            '96': Crlty Twrd Child Urge Oth Act
            '97': Cruelty Toward Child
            '98': Cruelty to Animals
            '99': Culpable Negligence
            '100': D.U.I. Serious Bodily Injury
            '101': DOC/Cause Public Danger
            '102': DUI - Enhanced
            '103': DUI - Property Damage/Personal Injury
            '104': DUI Blood Alcohol Above 0.20
            '105': DUI Level 0.15 Or Minor In Veh
            '106': DUI Property Damage/Injury
            '107': DUI- Enhanced
            '108': DUI/Property Damage/Persnl Inj
            '109': DWI w/Inj Susp Lic / Habit Off
            '110': DWLS Canceled Disqul 1st Off
            '111': DWLS Susp/Cancel Revoked
            '112': Dealing In Stolen Property
            '113': Dealing in Stolen Property
            '114': Defrauding Innkeeper
            '115': Defrauding Innkeeper $300/More
            '116': Del 3,4 Methylenedioxymethcath
            '117': Del Cannabis At/Near Park
            '118': Del Cannabis For Consideration
            '119': Del Morphine at/near Park
            '120': Del of JWH-250 2-Methox 1-Pentyl
            '121': Deliver 3,4 Methylenediox
            '122': Deliver Alprazolam
            '123': Deliver Cannabis
            '124': Deliver Cannabis 1000FTSch
            '125': Deliver Cocaine
            '126': Deliver Cocaine 1000FT Church
            '127': Deliver Cocaine 1000FT Park
            '128': Deliver Cocaine 1000FT School
            '129': Deliver Cocaine 1000FT Store
            '130': Delivery Of Drug Paraphernalia
            '131': Delivery of 5-Fluoro PB-22
            '132': Delivery of Heroin
            '133': Depriv LEO of Protect/Communic
            '134': Discharge Firearm From Vehicle
            '135': Disorderly Conduct
            '136': Disorderly Intoxication
            '137': Disrupting School Function
            '138': Drivg While Lic Suspd/Revk/Can
            '139': Driving License Suspended
            '140': Driving Under The Influence
            '141': Driving While License Revoked
            '142': Escape
            '143': Exhibition Weapon School Prop
            '144': Expired DL More Than 6 Months
            '145': Exploit Elderly Person 20-100K
            '146': Exposes Culpable Negligence
            '147': Extradition/Defendants
            '148': Fabricating Physical Evidence
            '149': Fail Obey Driv Lic Restrictions
            '150': Fail Register Career Offender
            '151': Fail Register Vehicle
            '152': Fail Sex Offend Report Bylaw
            '153': Fail To Obey Police Officer
            '154': Fail To Redeliv Hire/Leas Prop
            '155': Fail To Redeliver Hire Prop
            '156': Fail To Secure Load
            '157': Failure To Pay Taxi Cab Charge
            '158': Failure To Return Hired Vehicle
            '159': False 911 Call
            '160': False Bomb Report
            '161': False Imprisonment
            '162': False Info LEO During Invest
            '163': False Motor Veh Insurance Card
            '164': False Name By Person Arrest
            '165': False Ownership Info/Pawn Item
            '166': Falsely Impersonating Officer
            '167': Fel Drive License Perm Revoke
            '168': Felon in Pos of Firearm or Amm
            '169': Felony Batt(Great Bodily Harm)
            '170': Felony Battery
            '171': Felony Battery (Dom Strang)
            '172': Felony Battery w/Prior Convict
            '173': Felony Committing Prostitution
            '174': Felony DUI (level 3)
            '175': Felony DUI - Enhanced
            '176': Felony Driving While Lic Suspd
            '177': Felony Petit Theft
            '178': Felony/Driving Under Influence
            '179': Fighting/Baiting Animals
            '180': Flee/Elude LEO-Agg Flee Unsafe
            '181': Fleeing Or Attmp Eluding A Leo
            '182': Fleeing or Eluding a LEO
            '183': Forging Bank Bills/Promis Note
            '184': Fraud Obtain Food or Lodging
            '185': Fraudulent Use of Credit Card
            '186': Gambling/Gamb Paraphernalia
            '187': Giving False Crime Report
            '188': Grand Theft (Motor Vehicle)
            '189': Grand Theft (motor Vehicle)
            '190': Grand Theft Dwell Property
            '191': Grand Theft Firearm
            '192': Grand Theft In The 3Rd Degree
            '193': Grand Theft in the 1st Degree
            '194': Grand Theft in the 3rd Degree
            '195': Grand Theft of a Fire Extinquisher
            '196': Grand Theft of the 2nd Degree
            '197': Grand Theft on 65 Yr or Older
            '198': Harass Witness/Victm/Informnt
            '199': Harm Public Servant Or Family
            '200': Hiring with Intent to Defraud
            '201': Imperson Public Officer or Emplyee
            '202': Insurance Fraud
            '203': Interfere W/Traf Cont Dev RR
            '204': Interference with Custody
            '205': Intoxicated/Safety Of Another
            '206': Introduce Contraband Into Jail
            '207': Issuing a Worthless Draft
            '208': Kidnapping / Domestic Violence
            '209': Lease For Purpose Trafficking
            '210': Leave Acc/Attend Veh/More $50
            '211': Leave Accd/Attend Veh/Less $50
            '212': Leaving Acc/Unattended Veh
            '213': Leaving the Scene of Accident
            '214': Lewd Act Presence Child 16-
            '215': Lewd or Lascivious Molestation
            '216': Lewd/Lasc Battery Pers 12+/<16
            '217': Lewd/Lasc Exhib Presence <16yr
            '218': Lewd/Lasciv Molest Elder Persn
            '219': Lewdness Violation
            '220': License Suspended Revoked
            '221': Littering
            '222': Live on Earnings of Prostitute
            '223': Lve/Scen/Acc/Veh/Prop/Damage
            '224': Manage Busn W/O City Occup Lic
            '225': Manslaughter W/Weapon/Firearm
            '226': Manufacture Cannabis
            '227': Misuse Of 911 Or E911 System
            '228': Money Launder 100K or More Dols
            '229': Murder In 2nd Degree W/firearm
            '230': Murder in 2nd Degree
            '231': Murder in the First Degree
            '232': Neglect Child / Bodily Harm
            '233': Neglect Child / No Bodily Harm
            '234': Neglect/Abuse Elderly Person
            '235': Obstruct Fire Equipment
            '236': Obstruct Officer W/Violence
            '237': Obtain Control Substance By Fraud
            '238': Offer Agree Secure For Lewd Act
            '239': Offer Agree Secure/Lewd Act
            '240': Offn Against Intellectual Prop
            '241': Open Carrying Of Weapon
            '242': Oper Motorcycle W/O Valid DL
            '243': Operating W/O Valid License
            '244': Opert With Susp DL 2ND Offense
            '245': Opert With Susp DL 2nd Offens
            '246': PL/Unlaw Use Credit Card
            '247': Petit Theft
            '248': Petit Theft $100- $300
            '249': Pos Cannabis For Consideration
            '250': Pos Cannabis W/Intent Sel/Del
            '251': Pos Methylenedioxymethcath W/I/D/S
            '252': Poss 3,4 MDMA (Ecstasy)
            '253': Poss Alprazolam W/int Sell/Del
            '254': Poss Anti-Shoplifting Device
            '255': Poss Cntrft Contr Sub w/Intent
            '256': Poss Cocaine/Intent To Del/Sel
            '257': Poss Contr Subst W/o Prescript
            '258': Poss Counterfeit Payment Inst
            '259': Poss Drugs W/O A Prescription
            '260': Poss F/Arm Delinq
            '261': Poss Firearm W/Altered ID#
            '262': Poss Meth/Diox/Meth/Amp (MDMA)
            '263': Poss Of 1,4-Butanediol
            '264': Poss Of Controlled Substance
            '265': Poss Of RX Without RX
            '266': Poss Oxycodone W/Int/Sell/Del
            '267': Poss Pyrrolidinobutiophenone
            '268': Poss Pyrrolidinovalerophenone
            '269': Poss Pyrrolidinovalerophenone W/I/D/S
            '270': Poss Similitude of Drivers Lic
            '271': Poss Tetrahydrocannabinols
            '272': Poss Trifluoromethylphenylpipe
            '273': Poss Unlaw Issue Driver Licenc
            '274': Poss Unlaw Issue Id
            '275': Poss Wep Conv Felon
            '276': Poss of Cocaine W/I/D/S 1000FT Park
            '277': Poss of Firearm by Convic Felo
            '278': Poss of Methylethcathinone
            '279': Poss of Vessel w/Altered ID NO
            '280': Poss/Sell/Del Cocaine 1000FT Sch
            '281': Poss/Sell/Del/Man Amobarbital
            '282': Poss/Sell/Deliver Clonazepam
            '283': Poss/pur/sell/deliver Cocaine
            '284': Poss3,4 Methylenedioxymethcath
            '285': Posses/Disply Susp/Revk/Frd DL
            '286': Possess Cannabis 1000FTSch
            '287': Possess Cannabis/20 Grams Or Less
            '288': Possess Controlled Substance
            '289': Possess Countrfeit Credit Card
            '290': Possess Drug Paraphernalia
            '291': 'Possess Mot Veh W/Alt Vin #'
            '292': Possess Tobacco Product Under 18
            '293': Possess Weapon On School Prop
            '294': Possess w/I/Utter Forged Bills
            '295': Possess/Use Weapon 1 Deg Felon
            '296': Possession Burglary Tools
            '297': Possession Child Pornography
            '298': Possession Firearm School Prop
            '299': Possession Of 3,4Methylenediox
            '300': Possession Of Alprazolam
            '301': Possession Of Amphetamine
            '302': Possession Of Anabolic Steroid
            '303': Possession Of Buprenorphine
            '304': Possession Of Carisoprodol
            '305': Possession Of Clonazepam
            '306': Possession Of Cocaine
            '307': Possession Of Diazepam
            '308': Possession Of Fentanyl
            '309': Possession Of Heroin
            '310': Possession Of Lorazepam
            '311': Possession Of Methamphetamine
            '312': Possession Of Paraphernalia
            '313': Possession Of Phentermine
            '314': Possession of Alcohol Under 21
            '315': Possession of Benzylpiperazine
            '316': Possession of Butylone
            '317': Possession of Cannabis
            '318': Possession of Cocaine
            '319': Possession of Codeine
            '320': Possession of Ethylone
            '321': Possession of Hydrocodone
            '322': Possession of Hydromorphone
            '323': Possession of LSD
            '324': Possession of Methadone
            '325': Possession of Morphine
            '326': Possession of Oxycodone
            '327': Possession of XLR11
            '328': Present Proof of Invalid Insur
            '329': Principal In The First Degree
            '330': Prostitution
            '331': Prostitution/Lewd Act Assignation
            '332': Prostitution/Lewdness/Assign
            '333': Prowling/Loitering
            '334': Purchase Cannabis
            '335': Purchase Of Cocaine
            '336': Purchase/P/W/Int Cannabis
            '337': Purchasing Of Alprazolam
            '338': Reckless Driving
            '339': Refuse Submit Blood/Breath Test
            '340': Refuse to Supply DNA Sample
            '341': Resist Officer w/Violence
            '342': Resist/Obstruct W/O Violence
            '343': Restraining Order Dating Viol
            '344': Retail Theft $300 1st Offense
            '345': Retail Theft $300 2nd Offense
            '346': Ride Tri-Rail Without Paying
            '347': Robbery / No Weapon
            '348': Robbery / Weapon
            '349': Robbery Sudd Snatch No Weapon
            '350': Robbery W/Deadly Weapon
            '351': Robbery W/Firearm
            '352': Sale/Del Cannabis At/Near Scho
            '353': Sale/Del Counterfeit Cont Subs
            '354': Sel Etc/Pos/w/Int Contrft Schd
            '355': Sel/Pur/Mfr/Del Control Substa
            '356': Sell Cannabis
            '357': Sell Conterfeit Cont Substance
            '358': Sell or Offer for Sale Counterfeit Goods
            '359': Sell/Man/Del Pos/w/int Heroin
            '360': Sex Batt Faml/Cust Vict 12-17Y
            '361': Sex Battery Deft 18+/Vict 11-
            '362': Sex Offender Fail Comply W/Law
            '363': Sexual Battery / Vict 12 Yrs +
            '364': Sexual Performance by a Child
            '365': Shoot In Occupied Dwell
            '366': Shoot Into Vehicle
            '367': Simulation of Legal Process
            '368': Solic to Commit Battery
            '369': Solicit Deliver Cocaine
            '370': Solicit Purchase Cocaine
            '371': Solicit To Deliver Cocaine
            '372': Solicitation On Felony 3 Deg
            '373': Soliciting For Prostitution
            '374': Sound Articles Over 100
            '375': Stalking
            '376': Stalking (Aggravated)
            '377': Strong Armed  Robbery
            '378': Structuring Transactions
            '379': Susp Drivers Lic 1st Offense
            '380': Tamper With Victim
            '381': Tamper With Witness
            '382': Tamper With Witness/Victim/CI
            '383': Tampering With Physical Evidence
            '384': Tampering with a Victim
            '385': Theft
            '386': Theft/To Deprive
            '387': Threat Public Servant
            '388': Throw Deadly Missile Into Veh
            '389': Throw In Occupied Dwell
            '390': Throw Missile Into Pub/Priv Dw
            '391': Traff In Cocaine <400g>150 Kil
            '392': Traffic Counterfeit Cred Cards
            '393': Traffick Amphetamine 28g><200g
            '394': Traffick Hydrocodone   4g><14g
            '395': Traffick Oxycodone     4g><14g
            '396': Trans/Harm/Material to a Minor
            '397': Trespass On School Grounds
            '398': Trespass Other Struct/Conve
            '399': Trespass Private Property
            '400': Trespass Property w/Dang Weap
            '401': Trespass Struct/Convey Occupy
            '402': Trespass Struct/Conveyance
            '403': Trespass Structure w/Dang Weap
            '404': Trespass Structure/Conveyance
            '405': Trespassing/Construction Site
            '406': Tresspass Struct/Conveyance
            '407': Tresspass in Structure or Conveyance
            '408': Unauth C/P/S Sounds>1000/Audio
            '409': Unauth Poss ID Card or DL
            '410': Unauthorized Interf w/Railroad
            '411': Unemployment Compensatn Fraud
            '412': Unl/Disturb Education/Instui
            '413': Unlaw Lic Use/Disply Of Others
            '414': Unlaw LicTag/Sticker Attach
            '415': Unlaw Use False Name/Identity
            '416': Unlawful Conveyance of Fuel
            '417': Unlawful Use Of Police Badges
            '418': Unlicensed Telemarketing
            '419': Use Computer for Child Exploit
            '420': Use Of 2 Way Device To Fac Fel
            '421': Use Scanning Device to Defraud
            '422': Use of Anti-Shoplifting Device
            '423': Uttering Forged Bills
            '424': Uttering Forged Credit Card
            '425': Uttering Worthless Check +$150
            '426': Uttering a Forged Instrument
            '427': Video Voyeur-<24Y on Child >16
            '428': Viol Injunct Domestic Violence
            '429': Viol Injunction Protect Dom Vi
            '430': Viol Pretrial Release Dom Viol
            '431': Viol Prot Injunc Repeat Viol
            '432': Violation License Restrictions
            '433': Violation Of Boater Safety Id
            '434': Violation of Injunction Order/Stalking/Cyberstalking
            '435': Voyeurism
            '436': arrest case no charge
    - name: is_recid
      dtype:
        class_label:
          names:
            '0': 0
            '1': 1
    - name: r_charge_degree
      dtype:
        class_label:
          names:
            '0': (CO3)
            '1': (F1)
            '2': (F2)
            '3': (F3)
            '4': (F5)
            '5': (F6)
            '6': (F7)
            '7': (M1)
            '8': (M2)
            '9': (MO3)
    - name: violent_recid
      dtype:
        class_label:
          names: {}
    - name: is_violent_recid
      dtype:
        class_label:
          names:
            '0': 0
            '1': 1
    - name: vr_charge_degree
      dtype:
        class_label:
          names:
            '0': (F1)
            '1': (F2)
            '2': (F3)
            '3': (F5)
            '4': (F6)
            '5': (F7)
            '6': (M1)
            '7': (M2)
            '8': (MO3)
    - name: type_of_assessment
      dtype:
        class_label:
          names:
            '0': Risk of Recidivism
    - name: score_text
      dtype:
        class_label:
          names:
            '0': High
            '1': Low
            '2': Medium
    - name: v_type_of_assessment
      dtype:
        class_label:
          names:
            '0': Risk of Violence
    - name: v_score_text
      dtype:
        class_label:
          names:
            '0': High
            '1': Low
            '2': Medium
    - name: event
      dtype:
        class_label:
          names:
            '0': 0
            '1': 1
    - name: two_year_recid
      dtype:
        class_label:
          names:
            '0': 0
            '1': 1
    - name: id
      dtype: string
    - name: name
      dtype: string
    - name: first
      dtype: string
    - name: last
      dtype: string
    - name: compas_screening_date
      dtype: string
    - name: dob
      dtype: string
    - name: age
      dtype: string
    - name: juv_fel_count
      dtype: string
    - name: decile_score
      dtype: string
    - name: juv_misd_count
      dtype: string
    - name: juv_other_count
      dtype: string
    - name: priors_count
      dtype: string
    - name: days_b_screening_arrest
      dtype: string
    - name: c_jail_in
      dtype: string
    - name: c_jail_out
      dtype: string
    - name: c_case_number
      dtype: string
    - name: c_offense_date
      dtype: string
    - name: c_arrest_date
      dtype: string
    - name: c_days_from_compas
      dtype: string
    - name: r_case_number
      dtype: string
    - name: r_days_from_arrest
      dtype: string
    - name: r_offense_date
      dtype: string
    - name: r_charge_desc
      dtype: string
    - name: r_jail_in
      dtype: string
    - name: r_jail_out
      dtype: string
    - name: vr_case_number
      dtype: string
    - name: vr_offense_date
      dtype: string
    - name: vr_charge_desc
      dtype: string
    - name: decile_score.1
      dtype: string
    - name: screening_date
      dtype: string
    - name: v_decile_score
      dtype: string
    - name: v_screening_date
      dtype: string
    - name: in_custody
      dtype: string
    - name: out_custody
      dtype: string
    - name: priors_count.1
      dtype: string
    - name: start
      dtype: string
    - name: end
      dtype: string
  splits:
    - name: train
      num_bytes: 3461394
      num_examples: 7214
  download_size: 1065219
  dataset_size: 3461394
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*