Results 71 to 80 of about 2,134,531 (182)

Feature-engine: A Python package for feature engineering for machine learning [PDF]

Journal of Open Source Software, 2021
openaire   +1 more source

Enhancing the Predictive Accuracy of Corrosion Inhibition Efficiency Using Gradient Boosting with Feature Engineering and Gaussian Mixture Model

Journal of Applied Informatics and Computing
Prediction The development of Quantitative structure property relationship (QSPR) models for predicting corrosion inhibition efficiency (IE) often faces challenges due to small datasets, which heightens the risk of overfitting and results in less ...
Sahrul Amri, Muhamad Akrom, Gustina Alfa Trisnapradika   +2 more
doaj   +1 more source

From Black Box to Transparency: An Explainable Machine Learning (ML) Framework for Ocean Wave Prediction Using SHAP and Feature-Engineering-Derived Variable

Mathematics
Accurate prediction of significant wave height (SWH) is central to coastal ocean dynamics, wave–climate assessment, and operational marine forecasting, yet many high-performing machine-learning (ML) models remain opaque and weakly connected to underlying
Ahmet Durap
doaj   +1 more source

Predicting the Coordination Number of Transition Metal Elements from XANES Spectra Using Deep Learning

Inorganics
X-ray absorption near-edge structure (XANES) spectra are employed to characterise the coordination numbers of metallic elements within materials. However, conventional XANES analysis methods frequently rely on preconceived assumptions regarding the ...
Jianan Gao, Ruixuan Chen, Wei Sun, Xiaonan Wang   +3 more
doaj   +1 more source

Identifying Malware Packers through Multilayer Feature Engineering in Static Analysis

Information
This research addresses a critical need in the ongoing battle against malware, particularly in the form of obfuscated malware, which presents a formidable challenge in the realm of cybersecurity.
Ehab Alkhateeb, Ali Ghorbani, Arash Habibi Lashkari   +2 more
doaj   +1 more source

TAGINE: fast taxonomy-based feature engineering for microbiome analysis. [PDF]

Bioinform Adv
Baum S, Meshulam I, Algavi YM, Peleg O, Borenstein E.   +4 more
europepmc   +1 more source

Primacy of feature engineering over architectural complexity for intermittent demand forecasting. [PDF]

Sci Rep
Nathan BS, Aravinth PM, Reddy BVS, Sastry CC, Salunkhe S, Cep R.   +5 more
europepmc   +1 more source

Enhancing explainability and performance of the depression detection model on social media utilizing feature engineering and LLMs. [PDF]

Health Inf Sci Syst
Thamrin SA, Chen ALP.
europepmc   +1 more source

A Novel Hybrid Approach To Drought Forecasting: Leveraging Feature Engineering And Ensemble Methods. [PDF]

Sci Rep
Charjan O, Gajbhiye K, Warhade J, Wankhade S.   +3 more
europepmc   +1 more source

Machine Learning-Enhanced MEC Sensors with Feature Engineering for Quantitative Analysis of Multi-Component Toxicants. [PDF]

Biosensors (Basel)
Yan J, Liang R, Yan W, Wang X.
europepmc   +1 more source