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Mastering linear algebra with Python for ML

Why it matters: Linear algebra underpins machine learning, enabling efficient data representation, transformation, and optimization for algorithms like regression, PCA, and neural networks. Python ...
IEEE

Performance Analysis of Support Vector Machine (SVM) Model Through Parameter Optimization with Genetic Algorithm (GA) in Chronic Kidney Disease Classification

Abstract: This study uses hyperparameter optimization to improve accuracy in classifying CKD or chronic kidney disease with the use of a Support Vector Machine algorithm or SVM. SVM is combined with ...
IEEE

Research on Partial Discharge Pattern Recognition of Transformer Bushings Based on KPCA and GTO-SVM Algorithm

Abstract: Transformer bushings are critical components for the safe operation of power grids, and their failures can lead to significant risks. In order to improve the accuracy of diagnosing Partial ...