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Adam Ashenfelter ashenfad

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ashenfad / README.md
Last active September 28, 2015 19:27
Cover - Partial Dependence Plot

A 2D partial dependency plot of a random decision forest trained to predict forest cover.

  • Click and drag to zoom in.
  • Double click to zoom out.
@ashenfad
ashenfad / README.md
Last active September 28, 2015 19:27
Iris - Partial Dependence Plot

A partial dependence plot of a BigML random decision forest built on the iris dataset.

  • Click and drag to zoom in.
  • Double click to zoom out.
@ashenfad
ashenfad / index.html
Last active January 5, 2016 21:45
Association Rule Demo
<!DOCTYPE html>
<meta charset="utf-8">
<style>
#rules {
width: 960px;
}
#rule-table {
@ashenfad
ashenfad / README.md
Last active January 5, 2016 21:46
Association Network Demo

An association graph of correlated values found with BigML's association rules (in collaboration with Geoff Webb) on the UCI mushroom dataset.

Move the slider to increase or decrease the number of rules used to build the graph. The highest quality rules (as defined by leverage) are included first. As the number of rules increase, the "min leverage" will drop indicating that weaker associations are being

@ashenfad
ashenfad / README.md
Last active August 29, 2015 14:11
Expanded Dynamic Histogram Test

A visualization of a test dataset with some negative valued outliers. The distribution is stored with a streaming histogram.

  • Brush to zoom.
  • Click to zoom out.
  • t to toggle trimming some of the outliers from the distribution.
  • r to toggle rounding populations for each bin.
  • i to toggle the distribution interpolation mode.
@ashenfad
ashenfad / README.md
Last active August 29, 2015 14:08
Wine Density Histogram

A visualization of wine densities using distributions from two separate clusters (kmeans). The distributions are stored with a streaming histogram.

  • Brush to zoom.
  • Click to zoom out.
  • t to toggle trimming some of the outliers from the distribution.
  • r to toggle rounding populations for each bin.
  • i to toggle the distribution interpolation mode.
@ashenfad
ashenfad / README.md
Last active August 29, 2015 14:08
Wine Sulphate Histogram

A visualization of sulphates in wine using distributions from two separate clusters (kmeans). The distributions are stored with a streaming histogram.

  • Brush to zoom.
  • Click to zoom out.
  • t to toggle trimming some of the outliers from the distribution.
  • r to toggle rounding populations for each bin.
  • i to toggle the distribution interpolation mode.
@ashenfad
ashenfad / README.md
Last active August 29, 2015 14:08
Blood Plasma Histogram

A visualization of blood plasma from the UCI diabetes dataset. The distribution is stored with a streaming histogram.

  • Brush to zoom.
  • Click to zoom out.
  • t to toggle trimming some of the outliers from the distribution.
  • r to toggle rounding populations for each bin.
  • i to toggle the distribution interpolation mode.
@ashenfad
ashenfad / README.md
Last active August 29, 2015 14:05
Dynamic Scatterplot - Autos

Dynamic scatterplot of the 1985 automobiles dataset.

Controls:

  • Left click to choose X-axis.
  • Right click to choose Y-axis.
  • Alt + right click to choose color axis.
  • Repeat click (left, right, or alt) for log scale.
  • Hover over a point to see all field values.
  • Click a multi-point (larger circle) to cycle through values.
@ashenfad
ashenfad / README.md
Last active August 29, 2015 14:05
Dynamic Scatterplot - Wine

Dynamic scatterplot of the a sample from the wine quality dataset, including four clusters found with BigML's kmeans.

Controls:

  • Left click to choose X-axis.
  • Right click to choose Y-axis.
  • Alt + right click to choose color axis.
  • Repeat click (left, right, or alt) for log scale.
  • Hover over a point to see all field values.
  • Click a multi-point (larger circle) to cycle through values.