Why Does ‘Ballpark Figure' Mean "a Rough Estimate"?

A literal ballpark figure. Anyone who has ever had a skilled laborer eyeball a plumbing problem or had a body shop assess car damage is probably familiar with the phrase ballpark figure. It's what you ...
IEEE

Information-Theoretic Disturbance Minimization for Unified Secure or Robust Distributed Estimation in Presence of Impulsive FDI Attack or Impulsive Noise

Abstract: In this paper, an information-theoretic and statistical viewpoint of distributed estimation problem is considered as the contribution of the work. So, a novel minimum information-theoretic ...
IEEE

Series-Connected Lithium-Ion Battery Packs’ Self-Adaptive SOH Estimation via Inconsistency Representation Optimization

Abstract: State-of-health (SOH) estimation for lithium-ion battery packs under different operating conditions is a practical research topic. The series-connected lithium-ion battery pack serves as the ...
C&EN

Improved Machine Learning Predictions of EC50s Using Uncertainty Estimation from Dose–Response Data

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. In early-stage drug design, machine learning models often rely on compressed ...
Scientific Research Publishing

Hodson, T. (2022) Root Mean Square Error (RMSE) or Mean Absolute Error (MAE): When to Use Them or Not 1U.S. Geological Survey Central Midwest Water Science Center.

ABSTRACT: This study evaluates the reliability of North American Multi-Model Ensemble (NMME) models in forecasting monthly rainfall over the Kafue River Basin using a well-selected multi-model ...
GitHub

TypeError: got an unexpected keyword argument 'squared'

The squared argument is no longer supported in sklearn.metrics.mean_squared_error. It was deprecated in version 1.4 and removed in 1.6.1.
ahajournals.org

Influence of Age and Central Hypertension on the Form Factor Needed to Estimate Mean Aortic Pressure, and Its Implications for Pulse Pressure Amplification: A Secondary Data ...

Mean aortic pressure (MAP) plays a pivotal role in both cardiovascular dynamics and the noninvasive estimation of systolic aortic pressure. MAP can be estimated by adding a fraction of the pulse ...
Frontiers

Transfer learning-enhanced CNN-GRU-attention model for knee joint torque prediction

Introduction: Accurate prediction of joint torque is critical for preventing injury by providing precise insights into the forces acting on joints during activities. Traditional approaches, including ...
Frontiers

Accuracy of attribute estimation in the crossed random effects linear logistic test model: impact of Q-matrix misspecification

A simulation study is designed to explore the accuracy of attribute parameter estimation in the crossed random effects linear logistic test model (CRELLTM) with the impact of Q-matrix misspecification ...
C&EN

Data-Driven Approach for the Prediction of In Situ Gas Content of Deep Coalbed Methane Reservoirs Using Machine Learning: Insights from Well Logging Data

School of Energy Resources, China University of Geosciences (Beijing), Beijing 100083, PR China Coal Reservoir Laboratory of National Engineering Research Center of CBM Development & Utilization, ...