Icon

JKISeason3-14

Description: You are a data scientist asked toanalyze an avocado dataset by your team. Thetask at hand is to pick a specific avocado type inthe whole of the US and forecast its dailyaverage prices. To do that, you should train,apply, and score an ARIMA model. Do you seeany seasonality in the line plot orautocorrelation plots? Do you think a seasonalARIMA (SARIMA) would perform better? For yourmodel, visualize forecasts and computescoring metrics. Node 1Split out total USUS / ConventionalSort Date Excel Reader Row Splitter Row Splitter Sorter Predict Description: You are a data scientist asked toanalyze an avocado dataset by your team. Thetask at hand is to pick a specific avocado type inthe whole of the US and forecast its dailyaverage prices. To do that, you should train,apply, and score an ARIMA model. Do you seeany seasonality in the line plot orautocorrelation plots? Do you think a seasonalARIMA (SARIMA) would perform better? For yourmodel, visualize forecasts and computescoring metrics. Node 1Split out total USUS / ConventionalSort Date Excel Reader Row Splitter Row Splitter Sorter Predict

Nodes

Extensions

Links

Download

To use this workflow in KNIME, download it from the below URL and open it in KNIME:

Download Workflow
Created by: jrpan
Created at: 2024-08-15
On NodePit since: 2024-08-20
Last update: 2024-09-19
Created with KNIME version: v5.2.5
Tags: JKISeason3-14

Deploy, schedule, execute, and monitor your KNIME workflows locally, in the cloud or on-premises – with our brand new NodePit Runner.

Try NodePit Runner!