JADBio AutoML Reviews & Product Details

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.

Seller

GnosisDA

Discussions

JADBio AutoML Community

Languages Supported

English

Overview by

Maria Xylouri (COO JADBio)

Pricing

Pricing provided by JADBio AutoML.

Basic Plan

$0.00

Researcher

$400.00

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Top-Rated Alternatives

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User Insights

Average based on 5 real user reviews.

Typical contract price

$0k - $0k

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MH

Md Junaid H.

Mid-Market (51-1000 emp.)

9/3/2023

"Experience related to JADBio AutoML"

5/5

What do you like best about JADBio AutoML?

JABio is using AutoML which is likely to automate machine learning models which helps to provide better accuracy model based on the product without any code changes. Review collected by and hosted on G2.com.

What do you dislike about JADBio AutoML?

But when we try using AutoML there might be a chnge in code we can just automate it as being a data scientist their is alot when someone thinks of automating in ml. Review collected by and hosted on G2.com.

RP

Ramesh P.

React Native Developer

Computer Software

Mid-Market (51-1000 emp.)

8/29/2023

"Effective and Budget Friendly"

5/5

What do you like best about JADBio AutoML?

I really like how JADBio AutoML allows me to customize the model. Its a tool that helps validate our work. Review collected by and hosted on G2.com.

What do you dislike about JADBio AutoML?

Although JADBio AutoML is affordable and user friendly it may have limitations when it comes to analyzing datasets. The limited customizing algorithms and models could potentially hinder data analysis. Review collected by and hosted on G2.com.

VK

Vicki K.

Head Of Marketing

Small-Business (50 or fewer emp.)

12/15/2020

"Easy to use, great tool for model validation"

5/5

What do you like best about JADBio AutoML?

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 about JADBio AutoML?

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 is JADBio AutoML solving and how is that benefiting you?

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.

UH

Verified User in Higher Education

Mid-Market (51-1000 emp.)

12/15/2020

"A great AutoML platform for life scientists"

5/5

What do you like best about JADBio AutoML?

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 about JADBio AutoML?

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 JADBio AutoML:

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

What problems is JADBio AutoML solving and how is that benefiting you?

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.

IK

Ivan K.

Founder and Director

Small-Business (50 or fewer emp.)

9/25/2020

Business partner of the seller or seller's competitor, not included in G2 scores.

"The AutoML tool for non coders"

5/5

What do you like best about JADBio AutoML?

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 about JADBio AutoML?

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