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KNIME GmbH machine learning pipeline using
Machine Learning Pipeline Using, supplied by KNIME GmbH, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/machine-learning+pipeline/machine+learning+algorithms/pm40075408-571-13-17
Average 90 stars, based on 1 article reviews
machine learning pipeline using - by Bioz Stars, 2026-11
90/100 stars

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Article Title: Predicting total healthcare demand using machine learning: separate and combined analysis of predisposing, enabling, and need factors.
Article Snippet: Tsoni R, Kaldis V, Kapogianni I, Sakagianni A, Feretzakis G, Verykios VS. A machine learning pipeline using KNIME to predict hospital admission in the MIMIC-IV database.

Article Title: Inferring Multiple Sclerosis Stages from the Blood Transcriptome via Machine Learning
Article Snippet: Machine learning pipeline was assembled using KNIME, integrated with Weka 3.7.43,44 FT and ADAboost (RealAdaBoost) were implemented using Weka libraries, while RF was implemented using the tree ensemble node of KNIME.

Article Title: Toxicity prediction using target, interactome, and pathway profiles as descriptors.
Article Snippet: The machine learning pipeline was built in KNIME, utilizing native, tree based KNIME machine learning nodes.

Article Title: AutoQSAR: an automated machine learning tool for best-practice quantitative structure-activity relationship modeling.
Article Snippet: 2016 Aim: We introduce AutoQSAR, an automated machine-learning application to build, validate and deploy QSAR models.. Methodology/results: The process of descriptor generation, feature selection and the creation of a large number of QSAR models has been automated into a single workflow within AutoQSAR.. The models are built using a variety of machine-learning methods, and each model is scored using a novel approach.



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