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Specify features and target when creating a TaggedTable #27

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lars-reimann opened this issue Mar 7, 2023 · 2 comments · Fixed by #114
Closed

Specify features and target when creating a TaggedTable #27

lars-reimann opened this issue Mar 7, 2023 · 2 comments · Fixed by #114
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enhancement 💡 New feature or request released Included in a release

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lars-reimann commented Mar 7, 2023 •
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Is your feature request related to a problem? Please describe

At the moment we only specify the target when we create a TaggedTable. Based on this, we split the columns into the two categories features, and target.

However, some columns should neither be used to make a prediction (feature) nor be predicted (target) but are necessary understand the predictions. Example: In the Titanic dataset the name of a person is helpful when viewing the predicted survival.

Desired solution

When creating a TaggedTable, specify feature columns and the target column explicitly. We could make the parameter for feature columns optional and keep the default behavior that everything that is not a target column becomes a feature column.
@lars-reimann lars-reimann added the enhancement 💡 New feature or request label Mar 7, 2023
@github-project-automation github-project-automation bot moved this to Backlog in Library Mar 7, 2023
@lars-reimann lars-reimann added the good first issue Good for newcomers label Mar 7, 2023
@lars-reimann lars-reimann self-assigned this Mar 22, 2023
@lars-reimann lars-reimann removed the good first issue Good for newcomers label Mar 22, 2023
@lars-reimann lars-reimann moved this from Backlog to Todo in Library Mar 22, 2023
@lars-reimann lars-reimann removed their assignment Mar 22, 2023
@lars-reimann lars-reimann added the good first issue Good for newcomers label Mar 22, 2023
@lars-reimann lars-reimann moved this from Todo to Backlog in Library Mar 24, 2023
@lars-reimann lars-reimann changed the title Specify features and target when creating a supervised dataset Specify features and target when creating a TaggedTable Mar 24, 2023
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lars-reimann commented Mar 27, 2023 •
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We should also change the constructor of TaggedTable to be similar to the constructor of Table. Additionally, we can offer a method to_tagged_table on Table or a method from_table on TaggedTable. to_tagged_table is probably nicer to work with since it allows method chaining.

Other name: tag_columns - We still get a Table back from the method, so it's not a conversion to something else (so to_XY doesn't make much sense).

@lars-reimann lars-reimann self-assigned this Mar 27, 2023
@lars-reimann lars-reimann moved this from Backlog to Todo in Library Mar 27, 2023
@lars-reimann lars-reimann removed the good first issue Good for newcomers label Mar 28, 2023
@lars-reimann lars-reimann mentioned this issue Mar 29, 2023
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@lars-reimann lars-reimann linked a pull request Mar 29, 2023 that will close this issue
feat: specify features and target when creating a TaggedTable #114
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lars-reimann added a commit that referenced this issue Mar 29, 2023
@lars-reimann
feat: specify features and target when creating a TaggedTable (#114)
95e1fc7 
Closes #27 .

### Summary of Changes

A user can now optionally specify the `features` of a `TaggedTable`
explicitly. If the features are not specified, all columns except the
target are considered features.

The `predict` method of classifiers/regressors only uses the features
for prediction. The other columns are still included in the output,
however. This is, for example, useful to include an ID column in the
table created by `predict`.

---------

Co-authored-by: lars-reimann <lars-reimann@users.noreply.github.com>
@github-project-automation github-project-automation bot moved this from Todo to ✔️ Done in Library Mar 29, 2023
lars-reimann pushed a commit that referenced this issue Mar 29, 2023
@semantic-release-bot
chore(release): 0.7.0 [skip ci]
07b3062 
## [0.7.0](v0.6.0...v0.7.0) (2023-03-29)

### Features

* `sort_rows` of a `Table` ([#104](#104)) ([20aaf5e](20aaf5e)), closes [#14](#14)
* add `_file` suffix to methods interacting with files ([#103](#103)) ([ec011e4](ec011e4))
* improve transformers for tabular data ([#108](#108)) ([b18a06d](b18a06d)), closes [#61](#61) [#90](#90)
* remove `OrdinalEncoder` ([#107](#107)) ([b92bba5](b92bba5)), closes [#61](#61)
* specify features and target when creating a `TaggedTable` ([#114](#114)) ([95e1fc7](95e1fc7)), closes [#27](#27)
* swap `name` and `data` parameters of `Column` ([#105](#105)) ([c2f8da5](c2f8da5))
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🎉 This issue has been resolved in version 0.7.0 🎉

The release is available on:

Your semantic-release bot 📦🚀

@lars-reimann lars-reimann added the released Included in a release label Mar 29, 2023
lars-reimann pushed a commit that referenced this issue Feb 2, 2024
@dependabot
build(deps-dev): bump mkdocs-glightbox from 0.3.6 to 0.3.7 (#544)
975706b 
Bumps [mkdocs-glightbox](https://github.com/Blueswen/mkdocs-glightbox)
from 0.3.6 to 0.3.7.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/Blueswen/mkdocs-glightbox/releases">mkdocs-glightbox's
releases</a>.</em></p>
<blockquote>
<h2>mkdocs-glightbox-0.3.7</h2>
<ul>
<li>Supported custom background and shadow (<a
href="https://redirect.github.com/Blueswen/mkdocs-glightbox/issues/27">#27</a>)</li>
</ul>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/blueswen/mkdocs-glightbox/blob/main/CHANGELOG">mkdocs-glightbox's
changelog</a>.</em></p>
<blockquote>
<p>mkdocs-glightbox-0.3.7 (2023-01-24)</p>
<pre><code>* Supported custom background and shadow
([#27](blueswen/mkdocs-glightbox#27))
</code></pre>
<p>mkdocs-glightbox-0.3.6 (2023-12-30)</p>
<pre><code>* Modified width default to auto prevent zooming large image
bug ([#21](blueswen/mkdocs-glightbox#21))
* Supported only enable glightbox with on-glb class in given page
([#28](blueswen/mkdocs-glightbox#28))
</code></pre>
<p>mkdocs-glightbox-0.3.5 (2023-11-18)</p>
<pre><code>* Supported compatibility with the privacy plugin of Material
for MkDocs insiders
([#25](blueswen/mkdocs-glightbox#25))
</code></pre>
<p>mkdocs-glightbox-0.3.4 (2023-04-25)</p>
<pre><code>* Fixed regex bug: quote issue and empty alt issue
([#14](blueswen/mkdocs-glightbox#14)
[#19](blueswen/mkdocs-glightbox#19))
</code></pre>
<p>mkdocs-glightbox-0.3.3 (2023-04-20)</p>
<pre><code>* Refactored processing logic with regex
([#14](blueswen/mkdocs-glightbox#14))
</code></pre>
<p>mkdocs-glightbox-0.3.2 (2023-03-19)</p>
<pre><code>* Supported image without extension
([#13](blueswen/mkdocs-glightbox#13))
</code></pre>
<p>mkdocs-glightbox-0.3.1 (2022-11-22)</p>
<pre><code>* Supported lightbox slide effect customization
([#8](blueswen/mkdocs-glightbox#8))
* Supported synchronized lightbox caption dark mode with Material for
MkDocs ([#7](blueswen/mkdocs-glightbox#7))
* Supported glightbox built-in gallery feature
([#11](blueswen/mkdocs-glightbox#11))
* Supported skip image in the anchor tag
</code></pre>
<p>mkdocs-glightbox-0.3.0 (2022-09-29)</p>
<pre><code>* Fixed width and height setting in config not working bug
* Supported specific skip class
([#5](blueswen/mkdocs-glightbox#5))
* Supported glightbox built-in caption with title and description
([#4](blueswen/mkdocs-glightbox#4))
* Fixed page jitter when lightbox closing issue using Material for
MkDocs
* Add white background for lightbox images to prevent the displaying
issue of the transparent image on black background
</code></pre>
<p>mkdocs-glightbox-0.2.1 (2022-08-10)</p>
<pre><code>* Updated readme
</code></pre>
<p>mkdocs-glightbox-0.2.0 (2022-08-10)</p>
<pre><code>* Added support for disabling glightbox with image class or
page meta ([#2](blueswen/mkdocs-glightbox#2))
</code></pre>
<p>mkdocs-glightbox-0.1.7 (2022-07-26)</p>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
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<summary>Commits</summary>
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<li><a
href="https://github.com/blueswen/mkdocs-glightbox/commit/1f086123bdda7214961e4df4494edd253b8ee9e2"><code>1f08612</code></a>
Support custom background and shadow (<a
href="https://redirect.github.com/Blueswen/mkdocs-glightbox/issues/27">#27</a>)</li>
<li><a
href="https://github.com/blueswen/mkdocs-glightbox/commit/bbe99498a936ba6292854b0886a48a608aacf5d6"><code>bbe9949</code></a>
Update docs</li>
<li>See full diff in <a
href="https://github.com/Blueswen/mkdocs-glightbox/compare/v0.3.6...v0.3.7">compare
view</a></li>
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lars-reimann pushed a commit that referenced this issue Jun 1, 2024
@dependabot
build(deps-dev): bump mkdocs-glightbox from 0.3.7 to 0.4.0 (#821)
37f13a8 
Bumps [mkdocs-glightbox](https://github.com/Blueswen/mkdocs-glightbox)
from 0.3.7 to 0.4.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/Blueswen/mkdocs-glightbox/releases">mkdocs-glightbox's
releases</a>.</em></p>
<blockquote>
<h2>mkdocs-glightbox-0.4.0</h2>
<ul>
<li>Supported manual mode (<a
href="https://redirect.github.com/Blueswen/mkdocs-glightbox/issues/29">#29</a>)</li>
<li>Allow calling lightbox methods from other places (<a
href="https://redirect.github.com/Blueswen/mkdocs-glightbox/issues/34">#34</a>)</li>
<li>Added id to appended script tag (<a
href="https://redirect.github.com/Blueswen/mkdocs-glightbox/issues/38">#38</a>)</li>
<li>Access theme attribute directly (<a
href="https://redirect.github.com/Blueswen/mkdocs-glightbox/issues/40">#40</a>)</li>
<li>Better JavaScript Error Handling (<a
href="https://redirect.github.com/Blueswen/mkdocs-glightbox/issues/36">#36</a>)</li>
</ul>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/blueswen/mkdocs-glightbox/blob/main/CHANGELOG">mkdocs-glightbox's
changelog</a>.</em></p>
<blockquote>
<p>mkdocs-glightbox-0.4.0 (2023-05-06)</p>
<pre><code>* Supported manual mode
([#29](blueswen/mkdocs-glightbox#29))
* Allow calling lightbox methods from other places
([#34](blueswen/mkdocs-glightbox#34))
* Added id to appended script tag
([#38](blueswen/mkdocs-glightbox#38))
* Access theme attribute directly
([#40](blueswen/mkdocs-glightbox#40))
* Better JavaScript Error Handling
([#36](blueswen/mkdocs-glightbox#36))
</code></pre>
<p>mkdocs-glightbox-0.3.7 (2023-01-24)</p>
<pre><code>* Supported custom background and shadow
([#27](blueswen/mkdocs-glightbox#27))
</code></pre>
<p>mkdocs-glightbox-0.3.6 (2023-12-30)</p>
<pre><code>* Modified width default to auto prevent zooming large image
bug ([#21](blueswen/mkdocs-glightbox#21))
* Supported only enable glightbox with on-glb class in given page
([#28](blueswen/mkdocs-glightbox#28))
</code></pre>
<p>mkdocs-glightbox-0.3.5 (2023-11-18)</p>
<pre><code>* Supported compatibility with the privacy plugin of Material
for MkDocs insiders
([#25](blueswen/mkdocs-glightbox#25))
</code></pre>
<p>mkdocs-glightbox-0.3.4 (2023-04-25)</p>
<pre><code>* Fixed regex bug: quote issue and empty alt issue
([#14](blueswen/mkdocs-glightbox#14)
[#19](blueswen/mkdocs-glightbox#19))
</code></pre>
<p>mkdocs-glightbox-0.3.3 (2023-04-20)</p>
<pre><code>* Refactored processing logic with regex
([#14](blueswen/mkdocs-glightbox#14))
</code></pre>
<p>mkdocs-glightbox-0.3.2 (2023-03-19)</p>
<pre><code>* Supported image without extension
([#13](blueswen/mkdocs-glightbox#13))
</code></pre>
<p>mkdocs-glightbox-0.3.1 (2022-11-22)</p>
<pre><code>* Supported lightbox slide effect customization
([#8](blueswen/mkdocs-glightbox#8))
* Supported synchronized lightbox caption dark mode with Material for
MkDocs ([#7](blueswen/mkdocs-glightbox#7))
* Supported glightbox built-in gallery feature
([#11](blueswen/mkdocs-glightbox#11))
* Supported skip image in the anchor tag
</code></pre>
<p>mkdocs-glightbox-0.3.0 (2022-09-29)</p>
<pre><code>* Fixed width and height setting in config not working bug
* Supported specific skip class
([#5](blueswen/mkdocs-glightbox#5))
* Supported glightbox built-in caption with title and description
([#4](blueswen/mkdocs-glightbox#4))
* Fixed page jitter when lightbox closing issue using Material for
MkDocs
* Add white background for lightbox images to prevent the displaying
issue of the transparent image on black background
</code></pre>
<p>mkdocs-glightbox-0.2.1 (2022-08-10)</p>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/blueswen/mkdocs-glightbox/commit/7f68f19556c8d91eb45bed2f5e3b93f9d0b4e591"><code>7f68f19</code></a>
v0.4.0</li>
<li><a
href="https://github.com/blueswen/mkdocs-glightbox/commit/1409b0de89bd0aa930bbee0c2aa801c8b3391137"><code>1409b0d</code></a>
Add manual mode</li>
<li><a
href="https://github.com/blueswen/mkdocs-glightbox/commit/e5ce7c9214f2de3647cbb1c9a1ec67bd82b387f9"><code>e5ce7c9</code></a>
Add search plugin note</li>
<li><a
href="https://github.com/blueswen/mkdocs-glightbox/commit/d7747e7e1e58e8fe5868f38292bbb6a65f5ac902"><code>d7747e7</code></a>
Merge pull request <a
href="https://redirect.github.com/Blueswen/mkdocs-glightbox/issues/29">#29</a>
from michalfapso/main</li>
<li><a
href="https://github.com/blueswen/mkdocs-glightbox/commit/6895d4eb60ef383530f8a807bec19404342a74c3"><code>6895d4e</code></a>
Add test case</li>
<li><a
href="https://github.com/blueswen/mkdocs-glightbox/commit/dc38a6c042da9dcf949a594940f312cfbf5cc1ae"><code>dc38a6c</code></a>
try catch prevent Uncaught TypeError (<a
href="https://redirect.github.com/Blueswen/mkdocs-glightbox/issues/36">#36</a>)</li>
<li><a
href="https://github.com/blueswen/mkdocs-glightbox/commit/7d2c0ab4b214759f7ab22ab9e775c609718ad061"><code>7d2c0ab</code></a>
access theme attribute directly (<a
href="https://redirect.github.com/Blueswen/mkdocs-glightbox/issues/40">#40</a>)</li>
<li><a
href="https://github.com/blueswen/mkdocs-glightbox/commit/b0b63f8fa2bfbd14812c95b466af180e34db2cc4"><code>b0b63f8</code></a>
Merge pull request <a
href="https://redirect.github.com/Blueswen/mkdocs-glightbox/issues/34">#34</a>
from AndBondStyle/main</li>
<li><a
href="https://github.com/blueswen/mkdocs-glightbox/commit/8e652652429851d18a0c920ca1ddcbf12ab71fdf"><code>8e65265</code></a>
update validation condition</li>
<li><a
href="https://github.com/blueswen/mkdocs-glightbox/commit/4963fdb93c4f483827bcab10c5289452068e1fb5"><code>4963fdb</code></a>
Merge branch 'main' into main</li>
<li>Additional commits viewable in <a
href="https://github.com/Blueswen/mkdocs-glightbox/compare/v0.3.7...v0.4.0">compare
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