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config.yaml
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Default:
Predictor:
AlgorithmArn: arn:aws:forecast:::algorithm/AutoML
ForecastHorizon: 3
FeaturizationConfig:
ForecastFrequency: M
ForecastDimensions:
- "location"
Forecast:
ForecastTypes:
- "0.10"
- "0.50"
- "0.90"
Default_Backtest:
Predictor:
AlgorithmArn: arn:aws:forecast:::algorithm/AutoML
ForecastHorizon: 3
FeaturizationConfig:
ForecastFrequency: M
ForecastDimensions:
- "location"
EvaluationParameters:
NumberOfBacktestWindows: 5
Forecast:
ForecastTypes:
- "0.10"
- "0.25"
- "0.50"
- "0.70"
- "0.90"
CNNQR_Backtest:
Predictor:
AlgorithmArn: arn:aws:forecast:::algorithm/CNN-QR
ForecastHorizon: 3
FeaturizationConfig:
ForecastFrequency: M
ForecastDimensions:
- "location"
EvaluationParameters:
NumberOfBacktestWindows: 5
Forecast:
ForecastTypes:
- "0.10"
- "0.25"
- "0.50"
- "0.70"
- "0.90"
DeepAr:
Predictor:
AlgorithmArn: arn:aws:forecast:::algorithm/Deep_AR_Plus
ForecastHorizon: 3
FeaturizationConfig:
ForecastFrequency: M
ForecastDimensions:
- "location"
Forecast:
ForecastTypes:
- "0.10"
- "0.25"
- "0.50"
- "0.70"
- "0.90"
DeepAr_Backtest:
Predictor:
AlgorithmArn: arn:aws:forecast:::algorithm/Deep_AR_Plus
ForecastHorizon: 3
FeaturizationConfig:
ForecastFrequency: M
ForecastDimensions:
- "location"
EvaluationParameters:
NumberOfBacktestWindows: 5
Forecast:
ForecastTypes:
- "0.10"
- "0.25"
- "0.50"
- "0.70"
- "0.90"