confusion matrix

  • Supervised machine learning – Logistic regression

    Supervised machine learning – Logistic regression

    on

    in

    Predictive models are at the heart of decision-making in quantitative finance. Logistic regression, a fundamental machine learning algorithm, offers quantitative developers a robust and interpretable tool for classification problems. By leveraging logistic regression, financial institutions and developers can predict market…

  • Supervised machine learning – Gaussian Naïve Bayes

    Supervised machine learning – Gaussian Naïve Bayes

    on

    in

    In quantitative finance, having access to precise data analytics and advanced predictive models is key. With its versatile ecosystem, Python has emerged as an indispensable tool for quantitative developers seeking to optimise investment strategies and forecast market movements. One such…