IEEE

Predictive Modeling of Eco-Friendly Logistics using Random Forest

Abstract: The Conventional supply chain frameworks typically focus on cost and speed while relegating environmental metrics such as carbon emissions and energy consumption to the background. By doing ...
Frontiers

Development of machine learning models with explainable AI for frailty risk prediction and their web-based application in community public health

Background: Frailty is a public health concern linked to falls, disability, and mortality. Early screening and tailored interventions can mitigate adverse outcomes, but community settings require ...
GitHub

NullPointerException when using OneHotEncoder with Integer Categorical Variables in sklearn2pmml

all I am trying to do is use the OneHotEncoder on all my categorical variables. However, I noticed that if the categorical feature has integer values, I get the error ...
GitHub

Using ColumnTransformer with OneHotEncoder creates lots of disprepency between the raw predictions and onnx inference

I am trying to do a simple sklearn pipeline with a StandardScaler for the numerical values and a OneHotEncoder for the categorical. As shown here, I use the CastTransformer to reduce discrepencies ...