A new study by Apple has ignited controversy in the AI field by showing how reasoning models undergo 'complete accuracy collapse' when overloaded with complex problems.

In addition, the identification of consumer segments remains essential for marketing managers. For disaggregate consumer choice data representing the basis of segmentation, the latent class ...

Multinomial logit mixed effects and hierarchical Bayes models will be used to model the association between the participants’ choices and the attributes and their different levels.

Multinomial logit model(MLM) has been proposed as the most frequently regression model for multi-category response. To deal with correlated data, in this paper we propose G-LASSO/G-SCAD/G-MCP ...

Model selection by the AIC occurs when reducing more variables in the model do not significantly *improve fits (Fávero et al., 2009). Subsequently, a Multinomial Logistic Regression (MLR) model was ...

Similar problem for OrderedModel. All other discrete models including Logit should have get_prediction in 0.14 release. I guess we will add get_prediction for MNLogit in the next few months. I'm ...