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autoarima train_test

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Mar 23, 2022 9:39 AM
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Splits dataset into train and test sets. Perform auto arima on the training set to find p, d and q parameters. Use p, d and q parameters to forecast test set using 1 step expanding window forecast.

Component details

Input ports
  1. Type: Table
    Port 1
    Time series data
Output ports
  1. Type: Table
    Forecasted values
    Forecast values vs test set
  2. Type: Table
    Score
    Performance scored by numeric scorer
  3. Type: Table
    p, d, q parameters
    p, d and q parameters

Used extensions & nodes

Created with KNIME Analytics Platform version 4.5.1
  • Go to item
    KNIME Autoregressive integrated moving average (ARIMA)Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

    knime
  • Go to item
    KNIME Base nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.1

    knime
  • Go to item
    KNIME Math Expression (JEP)Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

    knime
  • Go to item
    KNIME Optimization extensionTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

    knime
  • Go to item
    KNIME Quick FormsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

    knime

This component does not have nodes, extensions, nested components and related workflows

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