Carte RESEARCH ADVANCES IN MACHINE LEARNING Youness Manzali

RESEARCH ADVANCES IN MACHINE LEARNING

TREES, KNN, AND CLUSTERING MODELS. DE

Limbă: engleză
Legare: Carte broșată
Editura: OmniScriptum
Disponibilitate: În depozitul extern
Expediem în 10-18 zile
235.65 lei
This advanced research book introduces well-designed improvements to major machine learning algorith...

Informații despre carte

Limbă
engleză
Legare
Carte - Carte broșată
Publicat
2025
Pagini
160
EAN
9786209379475
Enbook ID
50297896
Editura
Greutate
222
Dimensiuni
150 x 220

Descriere completă

This advanced research book introduces well-designed improvements to major machine learning algorithms, including decision trees, KNN, random forests, and clustering methods. The book focuses on reducing model complexity while improving accuracy, robustness, and execution time through novel pruning, feature weighting, and ensemble strategies. The proposed approaches are experimentally validated on well-known real-world datasets, demonstrating their effectiveness and strong practical relevance.

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