alteryx/henchman

Add confusion matrix with slider

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#18 opened on Sep 12, 2018

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enhancementgood first issue

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Description

Description

In henchman.plotting, add a plot of a confusion matrix which takes in probabilities and a label and has a slider for the decision threshold.

Contributor guide

Research direction
Explore the existing plotting module in henchman, understand how confusion matrices are computed, and add an interactive plot with a slider to adjust the decision threshold.
Tech stack
python
Domain
machine learning
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
2
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Half day
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Fresh
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
Git
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
65