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Human Inference DataCleaner Review

1

Β·

Excellent

Revainrating 5 out of 5Β Β 
RatingΒ 
5.0
IT Infrastructure, Data Quality

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Description of Human Inference DataCleaner

DataCleaner is your comprehensive data quality Swiss army knife.

Reviews

Global ratings 1
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Type of review

Revainrating 5 out of 5

Automatic data cleansing is great & easy tool

The best thing about this software was that it automatically cleaned my dataset, which has been very helpful when doing any kind of statistical analysis in R or Python! I had to train some models using different algorithms but they were all trained well by default without me having to do anything extra as far as training process goes (which can take forever). Sometimes there are errors while cleaning up datasets so you have to go back into each column manually if something doesn't seem right…

Pros
  • Automatic data preprocessing steps
  • Automated feature engineering methods such ad LDA & PCA.
  • Able extract important features from text input files directly within program itself no need external library packages needed
  • Works flawlessly even though huge amount is missing values per row(i would say most likely due tto poor quality labellers) not an issue anymore now we use manual
Cons
  • Not bad