[TriPython] Prediction Model. Data Visualization.

[Art]

Good afternoon!

I'm reaching out to you guys for a suggestion on the data visualization.

I'm wondering if anyone has an experience or an idea of visualizing the
volume of multiple model prediction targets.

Here is an example of a model with just 2 prediction targets I've recently
been working on:
1. This model provides 2 predictions: target_1 and target_2.
2. I also know the actual result to compare against, so I could see the
model accuracy.
3. I've built a confusion matrix to calculate true/false pos/neg (see
below). So, there are 4 values.
4. I chose donut chart to visualize these values (see below).

[image: Inline image 2]

My question is what if the model provides more than 2 predictions? Our next
model has 7 targets, which is 49 pos and neg values as far as I understand.
And I think a donut graph is not going to work in this case. Maybe a bar
graph or something else fits better.
I'd appreciate any ideas or examples of visualizations that easy to look at
and understand.

I'm using d3/c3.js for data visualization.

Thank you!

Art Nestsiarenka
email: artem.nesterenko at gmail.com
-------------- next part --------------
   Good afternoon!
   I'm reaching out to you guys for a suggestion on the data visualization.
   I'm wondering if anyone has an experience or an idea of visualizing the
   volume of multiple model prediction targets.
   Here is an example of a model with just 2 prediction targets I've recently
   been working on:
   1. This model provides 2 predictions: target_1 and target_2.**
   2. I also know the actual result to compare against, so I could see the
   model accuracy.**
   3. I've built a confusion matrix to calculate true/false pos/neg (see
   below). So, there are 4 values.
   4. I chose donut**chart to visualize these values (see below).
   [1]Inline image 2**

   My question is what if the model provides more than 2 predictions? Our
   next model has 7 targets, which is 49 pos and neg values as far as I
   understand. And I think a**donut**graph is not going to work in this
   case.**Maybe a bar graph or something else fits better.**

   I'd appreciate any ideas or examples of visualizations that easy to look
   at and understand.
   I'm using d3/c3.js for data visualization.
   Thank you!
   Art Nestsiarenka
   email: [2]artem.nesterenko at gmail.com

References

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