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Machine learning with an eye toward finance

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Does vanilla deep regression even work?

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This entry was posted in multivariate interaction, regression on September 28, 2022 by Greg Harris.

XGBoost regression

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This entry was posted in multivariate interaction, regression on August 22, 2022 by Abe Harris.

Gaussian process regression

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This entry was posted in regression, univariate smooth on July 16, 2022 by Abe Harris.

Robust regression

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This entry was posted in regression, univariate smooth on June 25, 2022 by Abe Harris.

Random sample consensus (RANSAC)

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This entry was posted in regression, univariate smooth on May 18, 2022 by Abe Harris.

Support vector regression with RBF kernel

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This entry was posted in regression, univariate smooth on May 11, 2022 by Abe Harris.

CatBoost regression

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This entry was posted in regression, univariate smooth on May 2, 2022 by Abe Harris.

K-nearest neighbors regression

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This entry was posted in regression, univariate smooth on April 26, 2022 by Greg Harris.

Polynomial regression with elastic net regularization

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This entry was posted in regression, univariate smooth on April 25, 2022 by Greg Harris.

Recent Posts

  • Does vanilla deep regression even work?
  • XGBoost regression
  • Gaussian process regression
  • Robust regression
  • Random sample consensus (RANSAC)
  • Support vector regression with RBF kernel
  • CatBoost regression
  • K-nearest neighbors regression
  • Polynomial regression with elastic net regularization
  • September 2022 (1)
  • August 2022 (1)
  • July 2022 (1)
  • June 2022 (1)
  • May 2022 (3)
  • April 2022 (2)

Datasets

  • Univariate Smooth
  • Multivariate Interaction