Top Rated Text Classifier with auto Deep Learning Alternatives
13 Text Classifier with auto Deep Learning Reviews
An incredible platform for unifying and classifying the text and data in documents and files inserted in this platform. Enables the users to use AI tools for automation over the data for text analysis and classification.
It also helps to creat unique and hyperparameter data text from the sketch of data.
One of the best features is that it reduces human errors in the data as everything is automated and done with ML or AI tools for high data production.
You can use it to process and run the ongoing project; it adapts all the configurations of your systems and project information.
Modelling and labelling of data and text most uniquely and innovatively. Review collected by and hosted on G2.com.
Due to the extensive data size processing, this software's speed or workflow is affected.
Does not support multiple file formats, which is not good. I think this should be improved in this software.
The algorithms are pretty complex to understand for the first time when using this software. Review collected by and hosted on G2.com.
With Text Classifier with auto Deep Learning, the system can automatically determine the best algorithm, hyperparameters, and other configurations that produce the most accurate predictions for the given dataset. This can save significant time and resources, especially when dealing with large and complex datasets. Review collected by and hosted on G2.com.
The feedback feature of this tool needs some customization fixes. When it comes to handling large amount of data-sets, as a user, it is quite time-consuming for me to check on the feedback for each data sets entered. Review collected by and hosted on G2.com.
As a data scientist, I have to deal with a lot of data. With this tool, i was able to classify required data and target particulars in a more efficient way. This tool is very useful to use, and no prerequisites are required. Review collected by and hosted on G2.com.
As this tool is a complete package with all its features and solutions, I can't hope really wish for anything more. Kudos!!! Review collected by and hosted on G2.com.
Text classifier is very intuitive in the way it classifies data for you and learns and gets more user friendly as you go! Review collected by and hosted on G2.com.
I did not find any flaws in my usage of text classifier, it's a great product and I recommend it Review collected by and hosted on G2.com.
The fact that AI is up and coming and allows Deep Learning to provide intelligent recommendations for determining quality of search and indexing results. We are using it for inventory management and customer feedback. Love the tech Review collected by and hosted on G2.com.
There are several false positives for issue reports that we try to use when we leverage this technology for customer feedback. I think the roots of the technology are solid and these results will improve over time as our database grows larger Review collected by and hosted on G2.com.
This model architecture comes with a great deep learning model itself for text classification. It annotates texts very accurately whether it is a sentence, queries, paragraphs or docs. Review collected by and hosted on G2.com.
Since various deep learning models give more or less the same results, hence accuracy is based on training the model which requires more and more data therefore deploying more and more data can be a bit time-consuming. Review collected by and hosted on G2.com.
It reduces the data scientists effort to build the model from scratch
It is also easy to tune the hyperparameters Review collected by and hosted on G2.com.
Since the model is huge, it takes up lot of memory even with smaller datasets Review collected by and hosted on G2.com.
The solution is easy to implement with the existing projects. The accuracy of the output is impressive as it adapts to the architecture of the existing project, very well and produces desired results after the successful integration. Review collected by and hosted on G2.com.
Its not like that I disliked but I felt that predictive analysis feature of this solution, takes a little time to settle down. But once it's in place after some time, it works flawlessly. Review collected by and hosted on G2.com.
Using auto Deep Learning for Text Classification is complimentary to our application in terms of:
1. Accuracy
2. we can label data, which is useful to train upstream systems.
3. detecting spam or any other type of text-based on the customization of filters.
3. It supports multiple languages as well, based on the data we are feeding. Review collected by and hosted on G2.com.
1. the amount of data that is required to feed into the system is very huge.
2. as it uses deep learning, it is a bit more complex than Machine Learning algorithms. Review collected by and hosted on G2.com.
What I liked is that Text Classifier with auto Deep Learning adapts to the existing text processing development platform, very easily and with great accuracy. It takes some time to adjust and then it produces results to it's full potential. Review collected by and hosted on G2.com.
The availability is for a handful of sectors/industries. This tool should be available for more sectors/industries.
Secondly, I felt that the administrator should be very sound in coding to implement the project. Review collected by and hosted on G2.com.