SN System Properties Reference
Property reference

glide.platform_ml_di.doc_classifier.min_number_of_training_samples_per_class

This property sets the minimum number of training samples required for each class in a document classification use case. Admins should care about this setting to ensure effective model training and classification accuracy, especially when dealing with varied document types.

Default
50
Type
integer
Application
Global

Key questions about this property

The answers below summarize the purpose, scope, default effect, and review scenarios for this property.

What does it do? It specifies the minimum training samples needed per class to optimize document classification performance.
What area does it affect? Document Classification
What does the default mean? The default value is "50", which sets the baseline numeric behavior for this property.
When should you review it? Review this property when adjusting training parameters or improving classification models.

Out of the box property record

Raw metadata from the property record.

Property name glide.platform_ml_di.doc_classifier.min_number_of_training_samples_per_class
Sys ID ae373d43eb022110f2549bf12a522842
Type integer
Application Global
Default value 50
Description Minimum number of training samples required per class for a Document Classification Use Case
Updated 2023-04-11 07:35:35

Sources

Official references and nearby text excerpts where this property appears.

More in glide.platform_ml_di

Other properties in the same namespace.

glide.platform_ml_di.doc_classifier.max_number_of_attachments This property defines the upper limit of attachments that the document classifier can handle for each task, im glide.platform_ml_di.doc_classifier.max_number_of_attachments_for_predict This property defines the upper limit of attachments allowed for the document classification prediction job, i glide.platform_ml_di.doc_classifier.max_number_of_pdf_pages This property limits the number of pages that the document classifier can process from a single PDF file, with glide.platform_ml_di.doc_classifier.max_number_of_task_images This property limits the number of images allowed for prediction processing in tasks, impacting how documents glide.platform_ml_di.doc_classifier.mle_component_version This property sets the version number for the machine learning workflows associated with the DocClassifier, im glide.platform_ml_di.doc_data_extractor.autofill_threshold This property defines the score threshold that must be met for candidates to be autofilled in the system, impa glide.platform_ml_di.doc_data_extractor.batch_size_for_upgrade This property defines the number of records processed in each batch during the upgrade data extraction process glide.platform_ml_di.doc_data_extractor.client_side.rescoring This boolean property determines whether client-side rescoring is allowed for keygroups, impacting how data is

All 67 properties in glide.platform_ml_di →