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Neuraldemy Support
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Joined: November 26, 2023 10:00 am
Last seen: March 19, 2024 4:28 pm
Topics: 1 / Replies: 21
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Answer to: Validation accuracy is stuck at 50% even after data augmentation

Hi, it's hard to tell exactly how to make your model perfect but based on the code you have provided we would recommend doing a few things: First o...

4 months ago
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Answer to: What Are Generalized Linear Models And Generalized Additive Models?

In a way you can say they are an extension to include and extend the regression based linear models in one definition. A way to define everything in o...

5 months ago
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Answer to: Confusion about the purpose of train_test_split in scikit-learn

Think of your dataset as a book, and you want to make sure your model can handle new, unseen information. You don't want it to memorize the entire boo...

5 months ago
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Answer to: Difficulty interpreting coefficients after linear regression model training

Positive Coefficients: If a coefficient is positive, it means that as the corresponding feature increases, the predicted outcome is expected to in...

5 months ago
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Answer to: Handling multicollinearity in linear regression model using scikit-learn

Think of multicollinearity as having two friends who always move together. In the world of linear regression, it's when two or more features in your m...

5 months ago
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Answer to: Applying regularization to a linear regression model in scikit-learn

Regularization is like having a guide that keeps our model in check. It prevents the model from making up too many intricate details that might be spe...

5 months ago
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Answer to: ncountering a ValueError during linear regression model training. What could be the issue?

1. Check for Missing Values: Issue: One of the common reasons for a ValueError is the presence of missing values in your dataset (NaN or None value...

5 months ago
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Answer to: Categorical variables in linear regression

Categorical variables are non-numeric and cannot be directly used in linear regression. They need to be transformed into a format suitable for numeric...

5 months ago
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Answer to: Trouble importing linear regression module in scikit-learn

To import the linear regression module in scikit-learn, use the following code: from sklearn.linear_model import LinearRegression

5 months ago
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Answer to: ImportError with DLL load failed - How to resolve?

The "ImportError: DLL load failed" usually occurs when a required DLL is missing. Make sure to install the necessary dependencies or libraries using t...

6 months ago
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Answer to: KeyError when accessing a dictionary key - What's the issue?

The "KeyError" indicates that the specified key is not present in the dictionary. Ensure the key exists before accessing it using if 'key_name' in ...

6 months ago
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Answer to: UnicodeDecodeError when reading a file - How to fix it?

The "UnicodeDecodeError" often occurs when reading a file with the wrong encoding. Specify the correct encoding when opening the file using open('myfi...

6 months ago
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Answer to: SyntaxError with f-strings - Why is Python complaining about my code?

The "SyntaxError: invalid syntax" you're encountering with f-strings might be due to using Python 2, where f-strings are not supported. Ensure you're ...

6 months ago
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Answer to: RecursionError when running my Python script - What's happening?

The error "RecursionError: maximum recursion depth exceeded" occurs when a function calls itself too many times, exceeding the default recursion limit...

6 months ago
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