Product header image

JADBIO

From Data to Knowledge in 4 steps

JADBIO

After you invest time, energy and other resources generating your data, how will you get the greatest return on your investment? While Machine Learning will reveal numerous important findings, the correct execution requires significant expertise and many repetitive processes.

JADBIO, with the aid of AI and the guidance of our leading experts in Machine Learning, is the perfect platform for extracting maximum value from your data investment. JADBIO will simultaneously build a predictive model, describe the performance of that model, and identify the most important features in your dataset. Because of the intuitive interface and integrated support, JADBIO requires no greater expertise than you would use to open a spread sheet.
pie-anima-two
pie-anima-one
demo_pc_image

Key Features

DNA

Bioinformaticians

Confirm State-of-the-art algorithms
Confirm API for easy script integration
Confirm Hosted on scalable compute
Confirm Verifiably accurate performance
Microscope

Life Scientists

Confirm Executable model in four easy steps
Confirm Designed for biological data
Confirm Clear, interpretable, visualizations
Confirm Configured for collaboration

4 STEPS TO GO

1

Add Data

Upload your data and JADBIO:

Ensures secure transfer
Recognizes missing values
Deduces feature types
Stores it in Auto-ML ready format

"We are drowning in information and starving for knowledge." Rutherford D. Rogers
Add data
2

Run Analysis

Define the outcome of interest and thoroughness of your analysis and JADBIO:

Leverages AI to select the most appropriate algorithms
Performs feature selection and returns multiple equivalent solutions
Trains various ML models and tunes their hyper-parameters
Employs Cross Validation to avoid over-fitting
Selects the best performing and best interpretable models
Corrects model performance overestimation
Displays real-time the learning progress

"Robots are not going to replace humans, they are going to make their jobs much more humane. Difficult, demeaning, demanding, dangerous, dull - these are the jobs robots will be taking" Sabine Hauert
Analysis run
3

Discover Knowledge

Get the most out of your data using JADBIO's output:

Multiple equivalently predictive feature sets
Feature importance
Model visualization
Performance overview

“All models are wrong, but some are useful" George Box
Interpret model
4

Apply Model

Import new data and JADBIO:

Validates the model
Makes new predictions

Alternatively you can download the model as external application and make new predictions locally.

"Prediction is difficult, especially about the future" Niels Bohr
Apply model
Interested?
Request a demo for free