Linear-SVM Training Task

A Linear-SVM Training Task is an SVM training task that requires a linear SVM model.

• AKA: Linear Support Vector Machine Training Task.
• Context:
  • It can be solved by a Linear-SVM Training System (that implements an linear-SVM training algorithm).
  • It can range from being an Linear-SVM Classifier Training Task to being an Linear-SVM Ranker Training Task to being an Linear-SVM Estimator Training Task.
  • …
• Counter-Example(s):
  • Non-Linear SVM Training Task.
  • Decision Tree Model Training Task.
• See: Kernel-based Model.

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References

2014

• http://scikit-learn.org/stable/modules/cross_validation.html
  • QUOTE: … In scikit-learn a random split into training and test sets can be quickly computed with the train_test_split helper function. Let’s load the iris data set to fit a linear support vector machine on it: …

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