English (United Kingdom)

https://curated-unify.zendy.io/wp-json/zendy-region/v1/featured_content/oa?rat=en

https://curated-unify.zendy.io/wp-json/zendy-region/v1/highlighted_journal/

Global: Zendy Tools annual

Presents the keyphrase highlighting as premium feature

Keyphrase Highlighting

Presents the summarisation as premium feature

Summarisation

Insights

Presents the pdf analysis as premium feature

PDF Analysis

Presents the zaia usage as premium feature

ZAIA

Global: Zendy Tools monthly

Global: Zendy Plus monthly

Presents the access of premium content as premium feature

Premium Content

Global: Zendy Plus annual

Global: Zendy Free Plan

This document discusses the Information Theoretically Efficient Model (ITEM),a computerized system to generate an information theoretically efficientmultinomial logistic regression from a general dataset. More specifically, thismodel is designed to succeed even where the logit transform of the dependentvariable is not necessarily linear in the independent variables. This researchshows that for large datasets, the resulting models can be produced on moderncomputers in a tractable amount of time. These models are also resistant tooverfitting, and as such they tend to produce interpretable models with only alimited number of features, all of which are designed to be well behaved.

The Information Theoretically Efficient Model (ITEM): A model for computerized analysis of large datasets