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Data Science : Recent Questions and Answers (Page 289)

Find answers to your questions about Data Science or help others by answering their Data Science questions.

Continuous VS Categorical variable

In the dataset I have a continuous variable AGE and categorical variable AGE_CATEGORY as well. They are both highly correlated. Which method should I use to identify the feature to...

Asked on 12/08/2020 by Shipra Sharan

3 answer

sklearn SimpleImputer using mean from different column groups?

I'm looking at the SimpleImputer, in particular in here, and I would like to do the imputation on different columns. My data has 3...

Asked on 12/08/2020 by Sos

0 answer

Importance of Underlying mathematics behind AdaBoost, Gradient Boost and other Machine learning techniques

I am trying to understand how important is it to know the mathematical formula under the hood of these techniques, from interview and job(or practical application) point of view. For...

Asked on 12/08/2020

0 answer

Orange Error when installing Network Add On

Command failed: python python -m pip install Orange3-Network exited with non zero status EnvironmentWindows 10Python 3.7Orange 3.17 Detail Log...

Asked on 12/08/2020 by Norman Brower

2 answer

How to split pieces of dataframe and create new dataframes based on it?

I have the following dataframe that I need to split bu Product and create a new dataframe for each product contain the series ds and y. How can I do...

Asked on 12/07/2020 by Fernando Tanoue

1 answer

Tensorflow Bibliography

I'm trying to learn how to work with tensorflow. My background is somewhat a mathematical one, but I know how to program in Mathematica, Python and R. I'm looking for...

Asked on 12/07/2020

0 answer

How to Ensemble Machine Learning Models?

I want to Ensemble my predictions for the StratifiedKFold of LGBM and XGBoost into another LGBM Model. I had written the following code which works when the data set has...

Asked on 12/07/2020 by Ishan Dutta

0 answer

Relation between Cross Validation and Confidence Intervals

I've read from a source which I forgot where that 'In cross validation, the model with best scores at 95% confidence interval is picked'. But according to my stat...

Asked on 12/07/2020

1 answer

On which step should use SMOTE technique for over sampling?

I want to use SMOTE technique for over sampling but I don't know on which step on pre-processing I should use it. My preprocessing steps are:Missing valuesRemoving OutliersSmoothing DataShould I...

Asked on 12/07/2020 by motevalizadeh

1 answer

Preventing fitting Regression CNN to the mean when dataset has only few outliers

I am trying to train a CNN for regression on a dataset where most of the points lie around a similar output value. There are however a few outliers that...

Asked on 12/07/2020 by beeb

1 answer

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