sklearn Boston Dataset-based SVM Regression Evaluation Task

An sklearn Boston Dataset-based SVM Regression Evaluation Task is a sklearn Boston dataset evaluation task (on sklearn's Boston dataset) restricted to SVM Regression Systems.

• Example(s):
  • Training RMSE on the training dataset, [1]:
    • ~5.759 for sklearn.svm.LinearSVR.
    • ~9.842 for sklearn.svm.NuSVR.
    • ~9.711 for sklearn.svm.SVR.
  • 10-fold RMSE on the training dataset, [2]:
    • ~8.5906 for sklearn.svm.LinearSVR.
    • ~9.2663 for sklearn.svm.NuSVR.
    • ~9.3098 for sklearn.svm.SVR.
  • …
• Counter-Example(s):
  • an sklearn Boston Dataset-based Regression Trees Evaluation.
  • an sklearn Boston Dataset-based Neural Networks Regression Evaluation.
• See: sklearn.ensemble Module, sklearn.

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