Cai Cai's Machine Learning Sklearn Class: Understandable from Scratch, from Model Invocation to Practical Implementation

The design of sklearn follows the "Swiss Army Knife" principle, integrating six core modules: Data Preprocessing: Similar to cleaning ingredients (handling missing values, standardization) Model ...
devdiscourse

Classification of REITs as 'equity' to boost investment in Indian real estate: Industry

Markets regulator SEBI's decision to classify Real Estate Investment Trusts (REITs) as ''equity'' for investments by mutual funds is a progressive step that will widen investors' participation and ...
C&EN

Meta-Generalized Gradient Approximations with a Dielectric Function Model in the Time-Dependent Density Functional Theory for Optical Properties of Solid Materials

Department of Physics and Engineering Physics, Tulane University, New Orleans, Louisiana 70118, United States ...
IEEE

Enhanced EEG Classification Using Gradient Boosting and Volterra Kernel-Based Feature Extraction

Abstract: Electroencephalography (EEG) signal classification presents important challenges due to signal complexity, noise, and class variance. This study introduces an advanced preprocessing and ...
Frontiers

Evaluating machine learning models for stroke prediction based on clinical variables

Introduction: Stroke remains one of the leading causes of global mortality and long-term disability, driving the urgent need for accurate and early risk prediction tools. Traditional models such as ...
Hosted on MSN

Ford’s Model e Growth, Cost Cuts, and U.S. Sales Boost Q2 Results

Ford Motor Company (NYSE:F) is one of the 10 Best EV Stocks to Buy According to Hedge Funds. The company’s second quarter projects strong growth for its Model e segment. The company reported its ...
Wall Street Journal

Apple Releases Thinner ‘iPhone Air,’ Seeking to Boost Upgrades With New Design

Apple unveiled the iPhone 17 lineup at its annual September event, including its first new phone model in years—the ultra-thin iPhone Air. WSJ’s Nicole Nguyen reports from Apple headquarters in ...
IEEE

Robust Classification via Interval Type-2 Fuzzy C-Means and Gradient Boosting

Abstract: This article introduces the Bayesian probabilistic fuzzy neural network (BPFNN), designed to overcome the limitations of Fuzzy C-Means (FCM) clustering, which struggles with uncertainty, ...
Frontiers

Real-world data-driven early warning system for risk-stratified liver injury in hospitalized COVID-19 patients—Machine learning models for clinical decision support

Objective: To develop and validate a real-world evidence-driven early warning system for the risk-stratified prediction of coronavirus disease 2019 (COVID-19)-associated hepatic dysfunction in ...
decrypt

Pump.fun’s New Fee Model Hands Out $2M to Creators in First 24 Hours

Pump.fun has introduced a dynamic fee model that looks to reward token creators on the platform. One Pump.fun livestreamer told Decrypt the move empowers small creators to make more money than on ...