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autotrain-data-priceless-cars

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Processed data from AutoTrain data processor ([2023-06-08 21:25 ]

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  1. README.md +196 -0
  2. processed/dataset_dict.json +1 -0
  3. processed/train/data-00000-of-00001.arrow +3 -0
  4. processed/train/dataset_info.json +216 -0
  5. processed/train/state.json +64 -0
  6. processed/valid/data-00000-of-00001.arrow +3 -0
  7. processed/valid/dataset_info.json +216 -0
  8. processed/valid/state.json +64 -0
README.md ADDED
@@ -0,0 +1,196 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ {}
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+
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+ ---
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+ # AutoTrain Dataset for project: priceless-cars
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+
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+ ## Dataset Description
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+
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+ This dataset has been automatically processed by AutoTrain for project priceless-cars.
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+
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+ ### Languages
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+
13
+ The BCP-47 code for the dataset's language is unk.
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+
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+ ## Dataset Structure
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+
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+ ### Data Instances
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+
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+ A sample from this dataset looks as follows:
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+
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+ ```json
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+ [
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+ {
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+ "id": "eaa36396-cd6c-4a4e-9f85-57669077d9a0",
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+ "feat_myear": 2020,
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+ "feat_body": "suv",
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+ "feat_transmission": "automatic",
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+ "feat_fuel": "petrol",
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+ "feat_km_driven": 17350,
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+ "feat_ip": 0,
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+ "feat_oem": "mg",
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+ "feat_model": "mg hector",
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+ "feat_variant": "sharp dct",
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+ "feat_City": "hyderabad",
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+ "target": 1200000.0,
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+ "feat_utype": "dealer",
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+ "feat_top_features": "['power steering', 'power windows front', 'air conditioner', 'heater', 'adjustable head lights', 'fog lights front', 'anti lock braking system', 'brake assist', 'radio']",
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+ "feat_comfort_features": "['power steering', 'power windows front', 'power windows rear', 'remote trunk opener', 'low fuel warning light', 'accessory power outlet', 'trunk light', 'vanity mirror', 'rear reading lamp', 'rear seat headrest', 'rear seat centre arm rest', 'height adjustable front seat belts', 'cup holders front', 'cup holders rear', 'seat lumbar support', 'multifunction steering wheel', 'cruise control', 'rear acvents', 'navigation system', 'smart access card entry', 'engine start stop button', 'glove box cooling', 'voice control', 'gear shift indicator', 'lane change indicator', 'find my car location', 'remote horn light control', 'adjustable headrest', 'power boot']",
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+ "feat_interior_features": "['air conditioner', 'heater', 'adjustable steering', 'digital odometer', 'tachometer', 'electronic multi tripmeter', 'leather seats', 'leather steering wheel', 'glove compartment', 'digital clock', 'height adjustable driver seat']",
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+ "feat_exterior_features": "['adjustable head lights', 'fog lights front', 'fog lights rear', 'power adjustable exterior rear view mirror', 'electric folding rear view mirror', 'rain sensing wiper', 'rear window wiper', 'rear window washer', 'rear window defogger', 'alloy wheels', 'integrated antenna', 'rear spoiler', 'sun roof', 'moon roof', 'outside rear view mirror turn indicators', 'chrome grille', 'chrome garnish', 'roof rail', 'leddrls', 'ledheadlights', 'ledtaillights', 'ledfog lamps', 'cornering foglamps']",
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+ "feat_safety_features": "['anti lock braking system', 'brake assist', 'centeral locking', 'power door locks', 'child safety locks', 'anti theft alarm', 'driver air bag', 'passenger air bag', 'side air bag front', 'passenger side rear view mirror', 'rear seat belts', 'seat belt warning', 'door ajar warning', 'side impact beams', 'front impact beams', 'vehicle stability control system', 'traction control', 'adjustable seats', 'keyless entry', 'centrally mounted fuel tank', 'engine immobilizer', 'engine check warning', 'tyre pressure monitor', 'crash sensor', 'automatic head lamps', 'ebd', 'follow me home headlamps', 'rear camera', 'anti theft device', 'speed sensing auto door lock', 'isofix child seat mounts', 'pretensioners and force limiter seatbelts', 'hill assist', 'view360camera', 'speed alert', 'geo fence alert', 'no of airbags', 'eletronic stability control']",
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+ "feat_Color": "starry black",
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+ "feat_Displacement": 1451.0,
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+ "feat_No of Cylinder": 4.0,
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+ "feat_Valves per Cylinder": 4.0,
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+ "feat_Valve Configuration": null,
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+ "feat_Turbo Charger": true,
48
+ "feat_Super Charger": true,
49
+ "feat_Width": 1835.0,
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+ "feat_Wheel Base": 2750.0,
51
+ "feat_Front Tread": null,
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+ "feat_Kerb Weight": null,
53
+ "feat_Gear Box": "6 speed",
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+ "feat_Drive Type": "fwd",
55
+ "feat_Seats": 5.0,
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+ "feat_Steering Type": null,
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+ "feat_Turning Radius": null,
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+ "feat_Front Brake Type": "disc",
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+ "feat_Rear Brake Type": "disc",
60
+ "feat_Top Speed": null,
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+ "feat_Acceleration": null,
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+ "feat_Tyre Type": "tubeless radial",
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+ "feat_Doors": 4.0,
64
+ "feat_Cargo Volume": 587.0,
65
+ "feat_state": "telangana",
66
+ "feat_mileage_new": 13.96,
67
+ "feat_owner_type": "second",
68
+ "feat_Fuel Suppy System": null,
69
+ "feat_Alloy Wheel Size": null,
70
+ "feat_Max Power Delivered": 141.0,
71
+ "feat_Max Power At": 5000.0,
72
+ "feat_Max Torque Delivered": 250.0,
73
+ "feat_Max Torque At": 2600.0
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+ },
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+ {
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+ "id": "e184d049-e0fe-45ce-91d7-d3693fad9adf",
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+ "feat_myear": 2017,
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+ "feat_body": "sedan",
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+ "feat_transmission": "manual",
80
+ "feat_fuel": "diesel",
81
+ "feat_km_driven": 55000,
82
+ "feat_ip": 0,
83
+ "feat_oem": "maruti",
84
+ "feat_model": "maruti ciaz",
85
+ "feat_variant": "1.3 zeta",
86
+ "feat_City": "new delhi",
87
+ "target": 675000.0,
88
+ "feat_utype": "dealer",
89
+ "feat_top_features": "['power steering', 'power windows front', 'air conditioner', 'heater', 'adjustable head lights', 'fog lights front', 'anti lock braking system', 'centeral locking', 'cd player']",
90
+ "feat_comfort_features": "['power steering', 'power windows front', 'power windows rear', 'air quality control', 'remote trunk opener', 'remote fuel lid opener', 'low fuel warning light', 'accessory power outlet', 'trunk light', 'vanity mirror', 'rear reading lamp', 'rear seat headrest', 'rear seat centre arm rest', 'height adjustable front seat belts', 'cup holders front', 'cup holders rear', 'multifunction steering wheel', 'rear acvents', 'engine start stop button', 'gear shift indicator']",
91
+ "feat_interior_features": "['air conditioner', 'heater', 'adjustable steering', 'digital odometer', 'tachometer', 'electronic multi tripmeter', 'leather seats', 'glove compartment', 'digital clock', 'outside temperature display', 'height adjustable driver seat']",
92
+ "feat_exterior_features": "['adjustable head lights', 'fog lights front', 'power adjustable exterior rear view mirror', 'electric folding rear view mirror', 'rear window defogger', 'alloy wheels', 'integrated antenna', 'outside rear view mirror turn indicators', 'chrome grille', 'smoke headlamps']",
93
+ "feat_safety_features": "['anti lock braking system', 'centeral locking', 'power door locks', 'child safety locks', 'driver air bag', 'passenger air bag', 'day night rear view mirror', 'passenger side rear view mirror', 'halogen headlamps', 'rear seat belts', 'seat belt warning', 'door ajar warning', 'side impact beams', 'front impact beams', 'adjustable seats', 'keyless entry', 'centrally mounted fuel tank', 'engine immobilizer', 'engine check warning', 'crash sensor', 'ebd', 'rear camera', 'anti theft device', 'isofix child seat mounts', 'pretensioners and force limiter seatbelts']",
94
+ "feat_Color": "grey",
95
+ "feat_Displacement": 1248.0,
96
+ "feat_No of Cylinder": 4.0,
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+ "feat_Valves per Cylinder": 4.0,
98
+ "feat_Valve Configuration": "dohc",
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+ "feat_Turbo Charger": true,
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+ "feat_Super Charger": true,
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+ "feat_Width": 1730.0,
102
+ "feat_Wheel Base": 2650.0,
103
+ "feat_Front Tread": 1495.0,
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+ "feat_Kerb Weight": 1135.0,
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+ "feat_Gear Box": "5 speed",
106
+ "feat_Drive Type": "fwd",
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+ "feat_Seats": 5.0,
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+ "feat_Steering Type": "power",
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+ "feat_Turning Radius": 5.4,
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+ "feat_Front Brake Type": "ventilated disc",
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+ "feat_Rear Brake Type": "drum",
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+ "feat_Top Speed": 190.0,
113
+ "feat_Acceleration": 15.0,
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+ "feat_Tyre Type": "tubeless radial",
115
+ "feat_Doors": 4.0,
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+ "feat_Cargo Volume": 510.0,
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+ "feat_state": "delhi",
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+ "feat_mileage_new": 28.09,
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+ "feat_owner_type": "first",
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+ "feat_Fuel Suppy System": "Common Rail Injection",
121
+ "feat_Alloy Wheel Size": 15.0,
122
+ "feat_Max Power Delivered": 88.5,
123
+ "feat_Max Power At": 4000.0,
124
+ "feat_Max Torque Delivered": 200.0,
125
+ "feat_Max Torque At": 1750.0
126
+ }
127
+ ]
128
+ ```
129
+
130
+ ### Dataset Fields
131
+
132
+ The dataset has the following fields (also called "features"):
133
+
134
+ ```json
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+ {
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+ "id": "Value(dtype='string', id=None)",
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+ "feat_myear": "Value(dtype='int64', id=None)",
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+ "feat_body": "Value(dtype='string', id=None)",
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+ "feat_transmission": "Value(dtype='string', id=None)",
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+ "feat_fuel": "Value(dtype='string', id=None)",
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+ "feat_km_driven": "Value(dtype='int64', id=None)",
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+ "feat_ip": "Value(dtype='int64', id=None)",
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+ "feat_oem": "Value(dtype='string', id=None)",
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+ "feat_model": "Value(dtype='string', id=None)",
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+ "feat_variant": "Value(dtype='string', id=None)",
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+ "feat_City": "Value(dtype='string', id=None)",
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+ "target": "Value(dtype='float32', id=None)",
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+ "feat_utype": "Value(dtype='string', id=None)",
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+ "feat_top_features": "Value(dtype='string', id=None)",
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+ "feat_comfort_features": "Value(dtype='string', id=None)",
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+ "feat_interior_features": "Value(dtype='string', id=None)",
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+ "feat_exterior_features": "Value(dtype='string', id=None)",
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+ "feat_safety_features": "Value(dtype='string', id=None)",
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+ "feat_Color": "Value(dtype='string', id=None)",
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+ "feat_Displacement": "Value(dtype='float64', id=None)",
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+ "feat_No of Cylinder": "Value(dtype='float64', id=None)",
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+ "feat_Valves per Cylinder": "Value(dtype='float64', id=None)",
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+ "feat_Valve Configuration": "Value(dtype='string', id=None)",
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+ "feat_Turbo Charger": "Value(dtype='bool', id=None)",
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+ "feat_Super Charger": "Value(dtype='bool', id=None)",
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+ "feat_Width": "Value(dtype='float64', id=None)",
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+ "feat_Wheel Base": "Value(dtype='float64', id=None)",
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+ "feat_Front Tread": "Value(dtype='float64', id=None)",
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+ "feat_Kerb Weight": "Value(dtype='float64', id=None)",
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+ "feat_Gear Box": "Value(dtype='string', id=None)",
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+ "feat_Drive Type": "Value(dtype='string', id=None)",
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+ "feat_Seats": "Value(dtype='float64', id=None)",
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+ "feat_Steering Type": "Value(dtype='string', id=None)",
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+ "feat_Turning Radius": "Value(dtype='float64', id=None)",
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+ "feat_Front Brake Type": "Value(dtype='string', id=None)",
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+ "feat_Rear Brake Type": "Value(dtype='string', id=None)",
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+ "feat_Top Speed": "Value(dtype='float64', id=None)",
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+ "feat_Acceleration": "Value(dtype='float64', id=None)",
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+ "feat_Tyre Type": "Value(dtype='string', id=None)",
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+ "feat_Doors": "Value(dtype='float64', id=None)",
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+ "feat_Cargo Volume": "Value(dtype='float64', id=None)",
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+ "feat_state": "Value(dtype='string', id=None)",
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+ "feat_mileage_new": "Value(dtype='float64', id=None)",
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+ "feat_owner_type": "Value(dtype='string', id=None)",
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+ "feat_Fuel Suppy System": "Value(dtype='string', id=None)",
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+ "feat_Alloy Wheel Size": "Value(dtype='float64', id=None)",
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+ "feat_Max Power Delivered": "Value(dtype='float64', id=None)",
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+ "feat_Max Power At": "Value(dtype='float64', id=None)",
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+ "feat_Max Torque Delivered": "Value(dtype='float64', id=None)",
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+ "feat_Max Torque At": "Value(dtype='float64', id=None)"
186
+ }
187
+ ```
188
+
189
+ ### Dataset Splits
190
+
191
+ This dataset is split into a train and validation split. The split sizes are as follow:
192
+
193
+ | Split name | Num samples |
194
+ | ------------ | ------------------- |
195
+ | train | 28808 |
196
+ | valid | 3766 |
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