JADBio AutoML Reviews & Product Details

JADBio AutoML Overview

What is JADBio AutoML?

JADBio makes it easy and affordable for health-data analysts and life-science professionals to use data science to discover knowledge while reducing time and effort by combining a robust end-to-end machine learning platform with a wealth of capabilities, ranging from smart feature selection to the reuse of predictive models. JADBio’s healthcare purpose-built platform provides leading-edge AI tools and automation capabilities, enabling life-science professionals to build and deploy accurate and explainable predictive models with speed and ease, even if they have no data science expertise. The platform supports preprocessing and imputation of missing values; it selects the features and modeling, tunes for hyper-parameters, and effectively tests thousands of algorithmic configurations to identify the best ones to produce the final ML model. The platform estimates its predictive performance and produces a wealth of visualizations and reports. Customers have the ability to select multiple selected feature subsets that lead to equally predictive models, build their own advanced custom models using JADBio’s extensive content library, or take off the shelf models and customize them as their own. All produced models can be downloaded in executable form, applied to an external validation set, or run manually by feeding-in the observed value of the selected features. JADBio’s library contains thousands of algorithms and pre-built models that can predict common healthcare issues, but also novel features like causal discovery or survival prediction and other time-to-event outcomes. The pre-built elements and AutoML capabilities of JADBio provide a low-code option for health-data scientists, bioinformaticians, and organizations without internal data science expertise to analyze their health data easily and affordably. Meanwhile, the JADBio REST API allows for advanced users to leverage JADBio’s capabilities in their own applications or to automate their workflows and processes. By providing an end-to-end platform purpose-built for life-scientists, backed by research and development in Europe’s largest research centers, we allow customers to utilize their ever-growing biomedical data and put them into production within minutes.

JADBio AutoML Details
Languages Supported
English
Product Description

JADBio’s robust AutoML automates the machine learning process, making it easy and affordable for life-science professionals to discover knowledge while reducing time and effort. Focus on what matters, your data insights.


Seller Details
Seller
GnosisDA

Overview Provided by:
COO JADBio
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JADBio AutoML Reviews

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Head Of Marketing
Small-Business(50 or fewer emp.)
Validated Reviewer
Verified Current User
Review source: Organic
What do you like best?

It was very easy to use and the 14-day trial allowed us to test it out, first. Basically, we had a problem of unbalance between the dataset which we resolved with a workaround - using JADBio - and then we could show that there is some correlation between the class labels and our vectors. The visualizations were also very useful. Review collected by and hosted on G2.com.

What do you dislike?

I presume it still is being worked on and perfected. Being able to tinker with the final model may be of use, but for what we need it it's fine for now. Great tool for validating your own work. Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

We can analyze data without the presence of a data scientist all the time. It allows us to get insights, get answers to problems fast, and the visualizations allow us to communicate the results to everyone. It also seems to do a good job with tweaking parameters and dealing with overfitting. Review collected by and hosted on G2.com.

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UH
Mid-Market(51-1000 emp.)
Validated Reviewer
Verified Current User
Review source: Organic
What do you like best?

Doing predictive modeling in JADBio is seamless. I added my data and my analysis was complete in a few minutes with just a few settings. The visualizations provided afterwards assisted me a lot to interpret the results. Review collected by and hosted on G2.com.

What do you dislike?

I would like to analyze many datasets in a batch. I contacted JADBio support and this will be a new feature to become available shortly. Cannot wait ! Review collected by and hosted on G2.com.

Recommendations to others considering the product:

Just try it. Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

Being a life scientist with coding experience I know that it would take me weeks to write the code and tune the necessary algorithms for predictive modeling. JADBio allowed me to concentrate only on what I needed to find out and share it with my colleagues. Review collected by and hosted on G2.com.

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Founder and Director
Small-Business(50 or fewer emp.)
Validated Reviewer
Verified Current User
Review source: G2 Gives Campaign
Business partner of the seller or seller's competitor, not included in G2 scores.
What do you like best?

The ease of use of the platform. As it says you need to add your data, Jadbio will do the rest. The platform can save you hours, weeks months even you don't need to write a line of code. One just needs to select the parameters and run the analysis. I am new to AutoML but this tool made me feel I did great progress. Prices are very affordable! Review collected by and hosted on G2.com.

What do you dislike?

Currently, it seems there is no granular control of the process it happens in the background. Review collected by and hosted on G2.com.

Recommendations to others considering the product:

It is very affordable! Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

I am learning how to apply AutoML to lifescience data. JADBIO helped me do this without a line of code. Just that easy. Review collected by and hosted on G2.com.

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