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#### Description
All the following classes use `n_neighbors`:
- `ADASYN`
- `OneSidedSelection`
- `NeighbourhoodCleaningRule`
- `NearMiss`
- `AllKNN`
- `RepeatedEditedNearestNeighbours`
- `Edit…
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### Use case
common
### Name of resource
SMOTE dataset balancing
### ID
SMOTE_dataset_balancing
### Description
Dataset balancing using SMOTE oversampling technique. A balanced da…
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This is a non exhaustive list of the methods that can be added for the next release.
Oversampling:
- [ ] SPIDER
- [ ] MWMOTE
- [ ] SMOTE-SL
- [ ] SMOTE-RSB
- [x] SMOTE-NC
- [ ] Random-SMOTE h…
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**Thank you so much** for this scalene smart profiler.
Profiler produces a --json file describing CPU and eventually GPU time consumption.
Hower, I can see **overall percent cpu time decreases wh…
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**Describe the solution you'd like**
An additional function for multi-class sampling
**Describe why this is needed**
The current sampling function is only for binary class
**Describe alternati…
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For each proportion setting, I still have the same number of objects. To me, the package seems to balance the dataset as if proportion = 1, regardless of which value I assign to proportion.
The c…
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## Experiment Setup
- Datasets - Manney Generator of Stack Exchange sites. 25 datasets.
- Running tuning experiment with 5 terms overlap. Select those parameters with max stability score.
- Find clust…
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I am currently working with imbalanced data using the mlr3pipeline package and applying the SMOTE method for balancing. Since SMOTE requires numeric features, I used po("encode") to convert categorica…
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## 💥 Proposal
(A clear and concise description of what the proposal is.)
Logistic_Regression_Credit Card Fraud Detection accuracy score can be increased by SMOTE technique.
Credit card fraud data…
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### pycaret version checks
- [X] I have checked that this issue has not already been reported [here](https://github.com/pycaret/pycaret/issues).
- [X] I have confirmed this bug exists on the [latest…