Sumários
Univariate data analysis and Lazy learning
29 setembro 2021, 08:00 • Rui Henriques
Introduction to univariate data analysis.
Data normalization and missing imputation.
Empirical and theoretical probability functions.
Outlier analysis.
Class-conditional distributions.
Correlation: redundancies and discriminative power.
Learning in the vector space.
Introduction to lazy learning.
kNN in classification and regression.
Uniform and weighted kNN variants.