Review on Human Inference DataCleaner by Darrin Parasson
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 after running through automatic cleanup stage first time around - otherwise you might miss out minor things during model building phase because you're too focused only at getting clean set with no room for error/mistakes :) Definitely recommend trying out their free trial version before buying full license since sometimes small bugs could be fixed easily via refunding money instead of waiting until next release date comes along :D They also offer support service over phone.
- 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
- Not bad
