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Machine Learning Using R by Abhishek Singh, Karthik Ramasubramanian

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Index

A

  1. Actual vs. predicted plot linear model

  2. Actual vs. predicted plot quadratic polynomial model

  3. Amazon Food Review

  4. American Statistical Association (ASA)

  5. An Exploratory Technique for Investigating Large Quantities of Categorical Data

  6. Apache Pig

  7. Apriori

  8. Area Under the Curve (AUC)

  9. Artificial intelligence (AI)

  10. Artificial neural networks (ANN)

    1. architecture

      1. components

      2. linear seperability

      3. MLP

    2. attribute importance

      1. by Garson method

      2. by Olden method

    3. deep learning

      1. applications

      2. architecture

      3. darch for classification

      4. guidelines

      5. hidden layers

      6. multi-layer

      7. multiple linear and non-linear transformations

      8. mxNet image classification

      9. mxNet package

      10. normalized image

      11. volcano picture, image recognition exercise

    4. evolutionary methods

    5. expectation maximization

    6. feed-forward back-propagation

    7. GEP

    8. hidden ...

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