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Program Orange je orodje za podatkovno rudarjenje, ki je za vizualizacijo klasifikacijskih in regresijskih dreves do sedaj uporabljalo klasični način predstavitve z grafom z vozlišči in povezavami. Ta predstavitev je primerna le za manjša drevesa, pri večjih drevesih pa vizualizacije z grafom zaradi ...

Dimensionality reduction techniques, such as t-SNE, can construct informative visualizations of high-dimensional data. When working with multiple data sets, a straightforward application of these methods often fails; instead of revealing underlying classes, the resulting visualizations expose data s ...

With the increasing availability of high-dimensional data, analysts often rely on exploratory data analysis to understand complex data sets. A key approach to exploring such data is dimensionality reduction, which embeds high-dimensional data in two dimensions to enable visual exploration. However, ...

Introduction: Syncope prediction during head-up tilt testing (HUTT) remains challenging due to the complex interplay between autonomic and cardiovascular responses. This study investigates three computational approaches to forecast HUTT outcomes using continuous electrocardiogram (ECG) and blood pre ...