Airlines dataset has 539383 instances and 8 different features. The task is to predict whether a given flight will be delayed, given the information of the scheduled departure.
Different Feature Names
1.Airline
2.Flight
3.Airport From
4.Airport To
5.DayOfWeek
6.Time
Alaska Airlines AS / ASA
American Airlines AA/AAL
Air Canada AC/ACA
Aeromexico AM / AMX
Continental Airlines CO / COA
Delta Airlines DL / DAL
FedEx FX / FDX
Hawaiian Airlines HA / HAL
Northwest Airlines NW / NWA
Polar Air Cargo PO / PAC
Southwest Airlines SW / SWA
United Airlines UA / UAL
United Parcel (UPS) 5X / UPS
Virgin Atlantic VS / VIR
VivaAerobús VB / VIV
WestJet WS / WJ
ATL - Hartsfield-Jackson Atlanta International Airport - Georgia
AUS - Austin-Bergstrom International Airport - Texas
BNA - Nashville International Airport - Tennessee
BOS - Boston Logan International Airport - Massachusetts
BWI - Baltimore-Washington International Thurgood Marshall Airport - Washington
CLT - Charlotte Douglas International Airport - North Carolina
DAL - Dallas Love Field - Texas
DCA - Ronald Reagan Washington National Airport - Arlington, Virginia
DEN - Denver International Airport - Colorado
DFW - Dallas/Fort Worth International Airport - Texas
DTW - Detroit Metropolitan Airport - Michigan
EWR - Newark Liberty International Airport - New Jersey
FLL - Fort Lauderdale–Hollywood International Airport - Florida
HNL - Daniel K. Inouye International Airport - Honolulu, Hawaii
HOU - William P. Hobby Airport - Houston, Texas
IAD - Dulles International Airport - Virginia
IAH - George Bush Intercontinental Airport - Houston, Texas
JFK - John F. Kennedy International Airport - Queens, New York
LAS - McCarran International Airport - Las Vegas, Nevada
LAX - Los Angeles International Airport - California
LGA - LaGuardia Airport - Queens, New York
MCO - Orlando International Airport - Florida
MDW - Chicago Midway International Airport - Illinois
MIA - Miami International Airport - Florida
MSP - Minneapolis–Saint Paul International Airport - Minnesota
MSY - Louis Armstrong New Orleans International Airport - Louisiana
OAK - Oakland International Airport - California
ORD - O'Hare International Airport - Chicago, Illinois
PDX - Portland International Airport - Oregon
PHL - Philadelphia International Airport - Pennsylvania
PHX - Phoenix Sky Harbor International Airport - Arizona
RDU - Raleigh-Durham International Airport - North Carolina
SAN - San Diego International Airport - California
SEA - Seattle–Tacoma International Airport - Washington
SFO - San Francisco International Airport - California
SJC - Norman Y. Mineta San Jose International Airport - California
SLC - Salt Lake City International Airport - Utah
SMF - Sacramento International Airport - California
STL - St. Louis Lambert International Airport - Missouri
TPA - Tampa International Airport - Florida