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When I import `from talos.metrics.keras_metrics import fbeta_score` and compile the model with this metric, then run talos with the parameter `reduction_metric="fbeta_score"` the output csv seems to l…
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Hi there,
I'm having a very weird problem dealing with a two-class segmentation problem: during training, the loss (generalized Dice) on both training and validation set looks reasonable (see figur…
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One topic that's come up quite a bit (e.g. #13) is how do we best eval these models? In some cases (e.g. TF binding), AUC is unlikely to match the use case that we really care about. While this is tru…
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https://dx.doi.org/10.1093/bioinformatics/btw255
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I would greatly appreciate if you could let me know how tune the hyperparameters of the base estimator of BalancedBaggingClassifier?
In fact, I wrote:
```python
# # Use XGBClassifier as base_es…
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Throughout our initial review of papers, our guiding question has been: _What would need to be true for deep learning to transform how we categorize, study, and treat individuals to maintain or restor…
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#### Description
I search to test ensemble learning classifiers with imbalanced data under the same conditions (cross validation and estimator params for example). Among them, there are the B…
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I would appreciate if you could let me know how to deal with this error:
```
X = np.array(pd.read_csv('tot_X_1.csv',header=None).values)
y = np.array(pd.read_csv('tot_Y_1.csv',header=None).values.r…
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if train and test data are biased to for example one class than training process will be biased
http://machinelearningmastery.com/tactics-to-combat-imbalanced-classes-in-your-machine-learning-dataset…
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I’m a speech researcher and I want use common voice speech data for my experiments. Unfortunately there is a big problem with how the corpus (v1) and specifically the train/test/dev split is designed.…