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Showing content from https://stackoverflow.com/questions/tagged/scikit-learn below:

Newest 'scikit-learn' Questions - Stack Overflow

0 votes

0 answers

9 views

Can I save and load a Keras Model with Feature Names added?

I have data where I need to use numpy's "get_dummies" to convert the one Hot Encoding. When I train from a larger dataset I get all the possible encodings. When I predict I could possible ...

asked 8 hours ago

4 votes

1 answer

40 views

Plot confusion matrix in black and white

I currently have the following code: disp = ConfusionMatrixDisplay(confusion_matrix=cm) disp.plot() plt.show() This results into something like: However, I want the diagonal to be depicted with a ...

asked yesterday

3 votes

1 answer

50 views

Reproduce a particular tree from the random forest using DecisionTreeRegressor

I am trying to replicate a specific decision tree trained by a RandomForestRegressor class, using DecisionTreeRegressor. However, I cannot get the exact results, even with using the exact same ...

asked yesterday

1 vote

0 answers

56 views

Ridge Polynomial Regression: How to get parameters for equation found

I've used sklearn for polynomial ridge regression. Using grid search, I am happy with the results. Now I would like to render it as a simple polynomial equation to run in a small python module. The ...

asked Jul 6 at 17:06

0 votes

0 answers

30 views

Add Feature extraction as part of a keras model

Is it possible to add feature extraction as part of a keras model, so when a user runs inference there is no need for computing those features as that part is done inside the model. Im looking for a ...

asked Jul 5 at 14:58 Building a sklearn compatible estimator: 'dict' object has no attribute 'requires_fit'

I am trying to build a scikit-learn compatible estimator. I have built a custom class that inherits from BaseEstimator and RegressorMixin. However, when I try to use this, I run into an AttributeError:...

asked Jun 24 at 23:27

1 vote

0 answers

25 views

DBSCAN clustering points one cluster having points very distant from each other)

I need to cluster a dataset of PFAS pollution, with coordinates (lat, lon). I tried to use DBSCAN as it seemed the go-to solution for spatial data clustering. I do get a result but it seems to be ...

asked Jun 24 at 13:42

0 votes

1 answer

31 views

Why does the y-intercept change when all features are used in a linear regression model vs only one feature? [closed]

I'm training a linear regression on the "advertising sales dataset" When I train all of the features(columns) of the dataset together, I get a different y-intercept than if I trained the ...

asked Jun 24 at 7:15

1 vote

2 answers

96 views

Scikit-Learn Classifier model returns all zeroes

So, I'm trying to train a RandomForestClassifier Model. However, when I train it, it gives me all zeroes. And, I really can't seem to understand why. The dataset is HUGE (closer to like 75,0000 rows), ...

asked Jun 17 at 21:35

0 votes

0 answers

57 views

GroupKFold vs Random KFold [migrated]

I'm working on a regression task to predict soil organic matter (%) using Gradient Boosting. In order to validate my model, I'm comparing standard KFold (random splits) vs GroupKFold where groups are ...

asked Jun 16 at 9:45

2 votes

2 answers

81 views

I'm working on a classification task using scikit-learn (LogisticRegression()) [closed]

import pandas as pd from sklearn.model_selection import train_test_split from sklearn.preprocessing import MinMaxScaler from sklearn.linear_model import LogisticRegression from sklearn.metrics import ...

asked Jun 14 at 23:19 Why does sklearn GaussianMixtures spawn a cmd window when run from IDLE?

When I run this code using IDLE in windows, it spawns a temporary cmd window that disappears shortly thereafter. import numpy as np import matplotlib.pyplot as plt from sklearn.mixture import ...

asked Jun 7 at 17:22

0 votes

0 answers

47 views

Python LogisticRegression() and RandomSearch: RuntimeWarning

Working on an assignment to knock out a logistic regression with random search for tuning, but I keep getting runtime warnings. Any idea what i'm doing wrong? /Library/Frameworks/Python.framework/...

asked May 27 at 11:42

2 votes

1 answer

80 views

Runtime warning in sklearn KMeans

I am running k-means using sklearn but has been getting runtime warning. Can you please explain what's happening? I am a novice in sklearn, guidance much appreciated! Below is a sample code for ...

asked May 20 at 16:53

1 vote

1 answer

101 views

Grid search scikeras error : 'super' object has no attribute '__sklearn_tags__'

I am trying to run a gridsearch in my pycharm jupyter notebook. Getting 'super' object has no attribute '__sklearn_tags__' error. This question was asked for RandomizedSearch previously, but none of ...

asked May 19 at 12:08

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