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The phrase "are based on learning" is correct and usable in written English.
It can be used when discussing concepts, theories, or practices that derive from or are influenced by the process of learning.
Example: "The new educational strategies are based on learning theories that emphasize student engagement and active participation."
Alternatives: "derive from learning" or "rooted in learning".
Exact(10)
In part, successes today are based on learning from mistakes in the past.
The approaches are based on learning from exemplars, clustering and the use of Bayesian network classifiers.
Pinch analysis sets targets based on an objective analysis unlike other improvement targets, which are based on learning curves.
Results with two methods of essay scoring both of which are based on learning from a human-scored set are described.
Further, even though they are based on learning from exemplars, they are not ontology specific; i.e. they do not assume the use of any particular ontology.
There are several approaches for evaluating ontologies, some are based on learning methods from the corpus, using the networks head-Expansion or other semantic networks for identify concepts and relationships.
Similar(50)
It is based on learning human behavior patterns automatically from sensor data by using machine learning techniques.
The first one is based on learning the model parameters that maximizes the likelihood of the training data.
Our approach is based on learning by demonstration.
Yes, observations are important but the feedback from those needs to be based on learning not on a four point scale.
What makes the feat more remarkable is that the projections were based on learning patterns identified from the students' work early in the course.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com