Visualization of scikit-learn Decision Trees with d3.js

  Machine-learning algorithms are often criticized for the opacity that surrounds them. It is difficult to understand how predictions are evaluated. The way in which supervised algorithms work, no matter how complex, is known. But it remains difficult to understand how one observation is predicted in one class rather than another. The inaccessibility of the … [Read more…]

Segmentation : Overview of the state of the art

  Segmentation is a widespread analysis, bringing particular advantages to companies. It can be used in very different fields and sectors of activity such as health, industry, human sciences. Or in the top management too, marketing or finance departments for instance. In this article, we will focus on a generic methodology that adapts to the … [Read more…]

Bubble chart with D3.js

    Version fran├žaise “Bubble”-plot is a different way to present your data, this kind of plotting broaden the possibilities of representation beyond the classics histograms and pie charts. The program is based in a open-source script which has been modified to be able to add other features, for example values in percentage ,the feature’s … [Read more…]