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alpercakr / Planet-Hunting-and-Habitability-Detection-with-Machine-Learning

This project aims to find exoplanets via stars flux values and detect the possibly habitable planets.
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Imputer Taking too long?? #2

Open AnishNehete opened 2 years ago

AnishNehete commented 2 years ago

I fired up the code cell which contained the imputer and even after 300 mins the Imputed Data Hasn't been copied on to the CSV file??

alpercakr commented 2 years ago

Hi, Did you use the code that I wrote? made any changes?

AnishNehete commented 2 years ago

Yes,I forked the code and made no changes. I tried with random estimators like Bayesian Ridge, Decision trees,KNN and all of them gave an imputed data CSV file after 10 mins of Execution. The same did not happen with Random Forest Regressor. P.S. - It would be better if you added the exoplanet CSV file in the git, as the newer CSV files of the planetary systems contains 315 columns instead of the 355 columns which would lead to some more errors later on in the code. I know this is an old project but still, it would be of great help!

alpercakr commented 2 years ago

Yes, you are right, but unfortunately, I couldn't find the data.

AnishNehete commented 2 years ago

Never mind, Thanks for replying, I still learned a lot from your project.

alpercakr commented 2 years ago

It's good to hear that. Have a good day.