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Yesterday release of `bayesian-optimization` module version `2.0.0` broke the bayesian module of PyMoDAQ because the `UtilityFunction` class was replaced by `AcquisitionFunction`.
https://github.co…
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### I'm submitting a
- [x] bug report.
### Current Behaviour:
Prediction of GaussianNB fails when trained on very small data.
### Expected Behaviour:
Assertion of Y may fail but should not…
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This issue is to implement the Naive Bayes algorithm in Python. The algorithm will be used to predict the probability of an event based on prior knowledge of conditions that might be related to the ev…
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Shouldn't the coefficient be
coeff = 1.0 / math.pi * math.sqrt(2.0 * math.pi) + eps
In equation of normal equation the pi is outside of sqrt
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Experiment and Implement classification models -
1. Decision Tree
2. Random Forest
3. Logistic Regression
4. Naive Bayes models.
Evaluate and compare models on metrics (accuracy, precision, …
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Hi there,
Is there a way readily change the *_id_assoc_bayes/ttest.yaml file to account for multiple levels of "drug". For example, I have survey data where the responses are coded as integers fro…
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While utilizing the Naive Bayes classifier to detect brute force attacks, validate inputs, identify insecure authentication, and analyze security headers, the model is unable to pinpoint the exact lin…
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When I tried to run runBayesSpaceClustering, I encountered the following error: "spot_df" not found!
Here is the error:
> # run the pipeline
> spata_obj
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Computing the log parition function for a conjugate family is a very useful quantity eg for computing the marginal likelihood p(D), which is needed for empirical Bayes and model selection. (See screen…
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Currently experiment results are semi-manually coded using bayesian style reasoning to come up with the weights.
It's however possible to do this using a more rigorous approach that makes use of we…