FeatureSpacePlot3D

FeatureSpacePlot3D[{example1,example2,}]

plots features extracted from the examplei as a scatter 3D plot.

Details and Options

Examples

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Basic Examples  (6)

Plot the features of the shapes of alphabets:

Plot the features extracted from images:

Change the size of images used as labels:

Use callout to place labels:

Extract features from a simple dataset:

Provide labels for the data:

Scope  (22)

Data  (4)

Simple examples such as images and text are shown directly in the plot:

Extract features on a mixed-type dataset:

Extract features from a dataset that contains missing values:

Extract features from a dataset formatted as a list of associations:

Wrappers  (9)

Use wrappers on individual examples:

Use wrappers on the entire collection of examples:

Wrappers can be nested:

Use the value of each point as a tooltip:

Label points with automatically positioned text:

Use callouts to label points:

Add tooltips to each point:

Use PopupWindow to provide additional drilldown information:

Button can be used to trigger any action:

Labeling  (6)

Simple examples such as images and text are shown directly in the plot:

Use Callout:

Use the examples as tooltips:

Provide labels for the data:

Group all the labels together:

Association keys are used as labels:

Presentation  (3)

Use a gray background for the plot:

Use large purple points:

Use a plot theme with a frame and grid lines:

Options  (25)

Background  (2)

By default, plots do not have a background:

Use a light gray background:

FeatureExtractor  (1)

By default, FeatureExtractor uses Identity:

Use a different setting:

FeatureTypes  (1)

Extract features from a simple dataset:

Force the interpretation of the first feature as nominal:

LabelingFunction  (4)

Simple examples such as images and text are shown directly in the plot:

Show the examples as points:

Show the examples as points with the original data in tooltips:

Use callouts to label the points:

LabelingSize  (4)

Size of labels is determined automatically:

Use LabelingSize to control the size of labels in the plot, while the tooltips have larger images:

Change the Callout label size:

Non-image/graphics labels are displayed full by default:

Change display size:

Method  (2)

FeatureSpacePlot uses Method->"TSNE" by default:

Use different methods:

PerformanceGoal  (1)

Generate a plot using flags for countries in Europe:

Use a faster method to position the flags:

PlotLabel  (1)

Add an overall label to the plot:

PlotRangePadding  (2)

Increase the padding around the contents of the plot:

Do not add any padding to the plot:

PlotStyle  (2)

Use red points to represent the examples:

Make the points large and red:

PlotTheme  (2)

By default, plots are shown with minimal extra detail:

Use a theme with a dark background and more styled points:

RandomSeeding  (3)

FeatureSpacePlot3D gives reproducible results:

Use an automatic seed to get different results:

Use specific seeds for reproducible but varying results:

Properties & Relations  (1)

Wolfram Research (2018), FeatureSpacePlot3D, Wolfram Language function, https://reference.wolfram.com/language/ref/FeatureSpacePlot3D.html (updated 2021).

Text

Wolfram Research (2018), FeatureSpacePlot3D, Wolfram Language function, https://reference.wolfram.com/language/ref/FeatureSpacePlot3D.html (updated 2021).

CMS

Wolfram Language. 2018. "FeatureSpacePlot3D." Wolfram Language & System Documentation Center. Wolfram Research. Last Modified 2021. https://reference.wolfram.com/language/ref/FeatureSpacePlot3D.html.

APA

Wolfram Language. (2018). FeatureSpacePlot3D. Wolfram Language & System Documentation Center. Retrieved from https://reference.wolfram.com/language/ref/FeatureSpacePlot3D.html

BibTeX

@misc{reference.wolfram_2024_featurespaceplot3d, author="Wolfram Research", title="{FeatureSpacePlot3D}", year="2021", howpublished="\url{https://reference.wolfram.com/language/ref/FeatureSpacePlot3D.html}", note=[Accessed: 20-June-2024 ]}

BibLaTeX

@online{reference.wolfram_2024_featurespaceplot3d, organization={Wolfram Research}, title={FeatureSpacePlot3D}, year={2021}, url={https://reference.wolfram.com/language/ref/FeatureSpacePlot3D.html}, note=[Accessed: 20-June-2024 ]}