* Improved explanation of SVM-RBF behavior
The previous explanation of the results contained an incorrect interpretation. The description is updated as discussed here: https://github.com/scikit-learn/scikit-learn/issues/18532
* Making linter happy
* Update examples/svm/plot_rbf_parameters.py
Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>
* Update examples/svm/plot_rbf_parameters.py
Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>
* making linter happy
* whitespace
Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>
* Simplifying margin plotting in SVM examples (#8501)
* updated to use contour levels on decision function
* separating unbalanced class now uses a red line to show the change in the decision boundary when the classes are weighted
* corrected the target variable from Y to y
* DOC Updates to SVM examples
* Fixing flake8 issues
* Altered make_blobs to move clusters to corners and be more compact
* Reverted changes converting Y to y
* Fixes for flake8 errors
* DOC examples with correct notebook style
* Modifications in examples/ to avoid unwanted notebook style
* Remove last notebook style example
* Space formatting to avoid notebook style
* Modify plot_custom_kernel for matplotlib v2 comp
Add `edgecolors` attribute in scatter plot for better visualization
in matplotlib version 2
Issue: #8364
* Modify plot_oneclass.py for matplotlib v2 comp
Add `edgecolors` attribute to scatter plot for better
visualization in matplotlib version 2
Issue: #8364
* Modify plot_rbf_parameters for matplotlib v2
Add `edgecolors` attribute to scatter plot for
better visualization.
Issue: #8364
* Modify plot_separating_hyperplane_unbalanced for matplotlib v2
Add `edgecolors` attribute to scatter plot for better visualization.
Issue: #8364
* Modify plo_svm_kernels for matplotlib v2
Add `edgecolors` attribute to scatter plot for better
visualization.
Issue: #8364
* Modify plot_svm_margin for matplotlib v2 comp
Add `edgecolors` attribute to scatter plot for better
visualization.
Issue: #8364
* Modify plot_svm_nonlinear for matplotlib v2
Add `edgecolors` attribute to scatter plot for matplotlib
version 2 compatibility
Issue: #8364
* Modify file for remove flake8 error
Remove extra white space.
Issue: #8364
* Corrected shift of separating hyperplane that passes through the support vectors
* Fixed signs on yy_down and yy_up
* PEP 8 spacing correction
* Fixed spaces at end of comment for Travis
* updated iris svm colormap so the three species can be distinguished
* updated colormap to viridis, which is robust to colorblindness
* changing colormap to coolwarm
The comment in a few example plots refer to "the mesh [x_min, m_max] x
[y_min, y_max]" when it should be "x_max".
Also fixed the spacing in plot_random_forest_embedding.py `[x_min,
x_max] x [y_min, y_max]` to `[x_min, x_max]x[y_min, y_max]` to comply
with the coding style of other files with similar code (like those in
the current pull request).
Joaquin Vanschoren
Hanmin Qin