What are the top 10 data mining or machine learning algorithms?

[rashidacse]

One potential answer to this question comes from the Analytics 1305 [2] documentation:

    Kernel Density Estimation and Non-parametric Bayes Classifier
    K-Means
    Kernel Principal Components Analysis
    Linear Regression
    Neighbors (Nearest, Farthest, Range, k, Classification)
    Non-Negative Matrix Factorization
    Support Vector Machines
    Dimensionality Reduction
    Fast Singular Value Decomposition
    Decision Tree
    Bootstapped SVM