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You probably have realised that the results with TF-IDF + SVM approach for SCOTUS are pretty high, well, I think they have a bias. I think that the testing metrics are being computed after a retrainin…
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Youtube video: https://www.youtube.com/watch?v=BIIZaVtUbf4
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Thanks for the package! I have a question about the algorithm.
In the paper the algorithm states that regularization parameter mu is set before the for loop and so every bootstrap sample is using …
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Inspired by the implementation of `GroupTimeSeriesSplit` (#537) I would like to propose adding `PurgedGroupTimeSeriesSplit` to the cross-validation (CV) strategies in `scikit-lego`. `PurgedGroupTimeSe…
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Is there a way to perform k-fold cross validation with this setup?
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Here is where we can more succinctly workshop an idea for approaching the ML world from an easystats perspective. Per @strengejacke 's suggestion, I wanted to just get the conversation started for a s…
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Prophet comes with built in cross validation functionality. However this is handled differently to the traditional method used and is not compatible with the other ML metrics which can make the estima…
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sklearn 0.20.1
code to reproduce (plot_roc.py + comparisons to roc_auc_score):
```py
"""
=======================================
Receiver Operating Characteristic (ROC)
=========================…
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I have realised that the create_splits_seq.py is not creating independent test sets. For example, when I run:
python create_splits_seq.py --task custom_1vsall --seed 1 --label_frac 1 --val_frac 0.2…
scjjb updated
2 years ago
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## 🐛 Bug
I was trying the K-Fold cross validation example and got this error.
### To Reproduce
Run this code as a python script https://github.com/Lightning-AI/lightning/blob/master/examples/pl…