SupplementaryFeature
This object belongs to the CreatePredictor operation. If you created your predictor with CreateAutoPredictor, see AdditionalDataset.
Describes a supplementary feature of a dataset group. This object is part of the InputDataConfig object. Forecast supports the Weather Index and Holidays built-in featurizations.
Weather Index
The Amazon Forecast Weather Index is a built-in featurization that incorporates historical and projected weather information into your model. The Weather Index supplements your datasets with over two years of historical weather data and up to 14 days of projected weather data. For more information, see Amazon Forecast Weather Index.
Holidays
Holidays is a built-in featurization that incorporates a feature-engineered dataset of
national holiday information into your model. It provides native support for the holiday
calendars of 66 countries. To view the holiday calendars, refer to the Jollyday
Contents
- Name
-
The name of the feature. Valid values:
"holiday"
and"weather"
.Type: String
Length Constraints: Minimum length of 1. Maximum length of 63.
Pattern:
^[a-zA-Z][a-zA-Z0-9_]*
Required: Yes
- Value
-
Weather Index
To enable the Weather Index, set the value to
"true"
Holidays
To enable Holidays, specify a country with one of the following two-letter country codes:
-
"AL" - ALBANIA
-
"AR" - ARGENTINA
-
"AT" - AUSTRIA
-
"AU" - AUSTRALIA
-
"BA" - BOSNIA HERZEGOVINA
-
"BE" - BELGIUM
-
"BG" - BULGARIA
-
"BO" - BOLIVIA
-
"BR" - BRAZIL
-
"BY" - BELARUS
-
"CA" - CANADA
-
"CL" - CHILE
-
"CO" - COLOMBIA
-
"CR" - COSTA RICA
-
"HR" - CROATIA
-
"CZ" - CZECH REPUBLIC
-
"DK" - DENMARK
-
"EC" - ECUADOR
-
"EE" - ESTONIA
-
"ET" - ETHIOPIA
-
"FI" - FINLAND
-
"FR" - FRANCE
-
"DE" - GERMANY
-
"GR" - GREECE
-
"HU" - HUNGARY
-
"IS" - ICELAND
-
"IN" - INDIA
-
"IE" - IRELAND
-
"IT" - ITALY
-
"JP" - JAPAN
-
"KZ" - KAZAKHSTAN
-
"KR" - KOREA
-
"LV" - LATVIA
-
"LI" - LIECHTENSTEIN
-
"LT" - LITHUANIA
-
"LU" - LUXEMBOURG
-
"MK" - MACEDONIA
-
"MT" - MALTA
-
"MX" - MEXICO
-
"MD" - MOLDOVA
-
"ME" - MONTENEGRO
-
"NL" - NETHERLANDS
-
"NZ" - NEW ZEALAND
-
"NI" - NICARAGUA
-
"NG" - NIGERIA
-
"NO" - NORWAY
-
"PA" - PANAMA
-
"PY" - PARAGUAY
-
"PE" - PERU
-
"PL" - POLAND
-
"PT" - PORTUGAL
-
"RO" - ROMANIA
-
"RU" - RUSSIA
-
"RS" - SERBIA
-
"SK" - SLOVAKIA
-
"SI" - SLOVENIA
-
"ZA" - SOUTH AFRICA
-
"ES" - SPAIN
-
"SE" - SWEDEN
-
"CH" - SWITZERLAND
-
"UA" - UKRAINE
-
"AE" - UNITED ARAB EMIRATES
-
"US" - UNITED STATES
-
"UK" - UNITED KINGDOM
-
"UY" - URUGUAY
-
"VE" - VENEZUELA
Type: String
Length Constraints: Maximum length of 256.
Pattern:
^[a-zA-Z0-9\_\-]+$
Required: Yes
-
See Also
For more information about using this API in one of the language-specific AWS SDKs, see the following: