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- [X] SMOTE
- [x] ADASYN
- [ ] GAN
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Hello,
Recently I'm learning the smote related methods using **smotefamily** package, and my data includes NAs. When I used **SMOTE** or **BLSMOTE**, it always showed that
`Error in get.knnx(data…
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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 trying to implement a custom transformer for multilabel SMOTE in my pipeline. However, I constantly run into:
"All intermediate steps of the chain should be estimators that implement fit and tr…
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I was checking the document's example of package. The following example gave me the error 'TypeError: getattr(): attribute name must be string'. Why?
```
import smote_variants as sv
Import sklearn.…
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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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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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I'm opening this issue to discuss the possible inclusion of Geometric-SMOTE, proposed by Douzas and Bacao [in this paper](https://www.sciencedirect.com/science/article/pii/S0020025519305353), in the i…
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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…