---
schema_version: "1"
id: 19aecdb4e60e5f647ad03268c65afeb8fda808728b69d888393cf1d7a58f62cd
title: Customize Prediction Due Date Recipes and Prediction Models
collection: admin
version: current
locale: en-us
portal_url: https://docs.salesforce.com/admin/current/en-us/ind/264-0-0/comms_feature_customization.md
canonical_url: https://help.salesforce.com/s/articleView?id=ind.comms_feature_customization.htm&release=264.0.0&type=5
source_site: help.salesforce.com
content_type: documentation
content_hash: 38c63a3574af1cc5db13bdecf3b7b938062671b72b1ee704960db3cd77215e10
description: You can extract and use features from your data model by customizing the recipes created by using the Due Date Predictions for Quote Line Items template.
products:
  - Communications
release: "264"
---
# Customize Prediction Due Date Recipes and Prediction Models

You can extract and use features from your data model by customizing the recipes created by using the Due Date Predictions for Quote Line Items template.

<table class="slds-table slds-table_bordered slds-max-medium-table_stacked slds-m-bottom_small "><colgroup><col style="width:100%"></colgroup><tbody><tr class=""><td class="slds-cell-wrap" style="vertical-align:top;">Available in: Lightning Experience</td></tr><tr class=""><td class="slds-cell-wrap" style="vertical-align:top;">Available in: <strong>Enterprise</strong>, <strong>Performance</strong>, and <strong>Unlimited</strong> Editions of Communication Cloud with the Communication Cloud Intelligence and CRM for Comms Admin licenses</td></tr></tbody></table>

To generate revised example and prediction datasets, update the existing set of recipes and then update the model settings.

## Update Prospective Orders’ Due Date Prediction Recipes

Customize recipes to use additional features from your data model. Ensure that the recipes are run in the order listed in this table.

To view the recipes, from Analytics Studio, click ![Gear Icon](https://sf-zdocs-cdn-prod.zoominsoftware.com/tdta-ind-communications-264-0-0-production-enus/444efb86-ea1e-477e-afbc-56eaac192eaf/communications/images/settings_icon_244.png), click **Data Manager**, and then go to the Recipes tab.

  
| Recipe | Description | Output |
| --- | --- | --- |
| Get Example Set to Predict QLI Due Date | Evaluates data from quote members, quote line items, products, orders, order items, and orchestration items to create an example dataset that Einstein learns from. | Example Dataset |
| Get Scoring Set to Predict QLI Due Date | Evaluates data from quote members, quote line items, and products to create a prediction dataset for which Einstein generates predictions. | Prediction Dataset |
| Get Predicted Order Completion Duration | Evaluates the prediction dataset to get predictions about the order completion duration and the top three predictors. | Predicted Order Completion Duration & Predictors |

You can modify the recipes in these scenarios:

- Your schema deviates from the Communications Cloud schema.
- A custom field of an existing entity changes.
- The use of feature data changes from an existing entity to a custom entity.
- The data doesn’t load properly.
- The app stops working because of incorrect data values.

### Related Information

[Manage Recipes](https://help.salesforce.com/s/articleView?id=analytics.bi_integrate_data_prep_recipe_manage_monitor.htm&type=5&language=en_US)

## Update Prospective Orders’ Due Date Prediction Model

To get insights and predictions based on your custom features, edit and redeploy the Quote Line Item Due Date Predictions model settings.

1. Edit and update the Order Delay Predictions model settings. For more information, see [Edit Model Settings](https://help.salesforce.com/s/articleView?id=analytics.bi_edd_story_modify.htm&type=5&language=en_US).
2. Redeploy the model after updating the required features. For more information, see [Review Your Selections and Deploy the Model](https://help.salesforce.com/s/articleView?id=analytics.bi_edd_model_deploy_review.htm&type=5&language=en_US).