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Machine Learning
Singe-S AI-ML
An easy, fast, and accurate ML solution that can be used with only domain knowledge A machine learning solution that automates what data scientists do and can be used on the factory floor.
Machine Learning
Singe-S AI-ML
It is an artificial intelligence-based machine learning solution that goes beyond Auto ML technology. With this, there is no need to worry and code for complex statistical algorithm selection.
Accurately and quickly
Process analysis and
modeling can be done easily, quickly and accurately
Robotic Process
Robotic Process
Automation for ML
Platform
Serverless
Al Application Platform
Features
A solution that runs with just one-click setting properties for all steps without coding
Solutions used by domain experts
in the field without delay
Automating the work
of data scientists
-
Automated feature extraction
-
AI-based noise prediction
-
Provides an optimal machine
learning algorithm for various
manufacturing environments
Automated feature extraction
-
Automatically create features
with a lot of information based
on statistics -
Non-linear Parameters
automatic creation
Prediction report
-
Provides data on the basis
for making predictions -
Prediction performance
(accuracy) -
Prediction relevance
Automated data
preparation for ML
-
Automated detection of Singularity
-
Automated detection of highly
correlation variables -
Automated detection of outliers
-
Automated detection of timeseries data
Automated feature selection
-
Filtering Embedded Methods,
built-in wrapper and heuristic
algorithm -
Automated Variable Selection
-
Top 10 Contributors find
automatically
Build Model
-
Provides tuning function for
machine learning algorithms
for model optimization -
Determining whether the trained
model is optimal and usable -
A function that allows you to
check the selected variable
during training -
A function to check the
correlation matrix between
the variables selected
during learning
One-Click Data Analysis
-
Data analysis can be done
just by looking -
PCA PLS SOM Analysis
-
Descriptive Statistics
-
Correlation Analysis
-
Time Series Analysis
Model evaluation And Prediction simulation
-
Provides evaluation methods
from various perspectives
on the model -
Simulation report
ML Robotic Process Automation
-
Dramatically reduce re-learning time.
Signe-S Industry 4.0 Smart Factory AI Solution
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