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Here are some thoughts concerning fairness evaluation:
### Protected attributes
*Extraction*: As methodologies may implement pre-, in- or post-processing to enhance algorithmic fairness, I think w…
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Description - The patient survival prediction system begins with the collection of patient data, including medical history, lab test results, vital signs, demographics (such as age, gender, and ethnic…
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- [ ] What types of knowledge and/or algorithms do we want to compute?
- [ ] specificity prediction algorithms
- [ ] gather comprehensive list of existing tools
- [ ] which algorithms will require cod…
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I did a fun little project predicting 2 million LA County parcel registered owner names with this library. The main issues here seem to be with Filipino and Armenian names
![Screenshot_20230810_155…
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Model accuracy is under 50% despite additional data generation. Aiming for ~80%
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Hello,
I am excited to be trying out the rethnicity tool for my dataset, which contains around 340 names of film directors that were released in Germany in the past ten years. Since I am pretty new…
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What do you guys think about this to help us divide and conquer?
Riddhi - Code Review, EDA, start making web layout for final? (see Nick's repo from last year)
@HeyItsRiddhi
William- continue…
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Hi,
I have just started learning XGBoost model. I used SHAP as a tool for feature selection for my XGBoost prediction model. After obtaining the feature importance, I noticed that the SHAP values o…
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# Overview
In the Fall of 2023, I moved over a bunch of stuff from PowerPoint slides (nearly) verbatim. I was in a rush, so I told myself to move it just move it over and improve it later.
Go ba…
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One more thing - it was discussed at lab meeting that instead of `Ambiguous`, it should say `Other` in the labels that `predictEthnicity` outputs, since the tool can only calculate 3 anc…