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The phrase "a class based on" is correct and usable in written English.
It can be used when describing the foundation or subject matter of a class or course.
Example: "The university offers a class based on the principles of sustainable development."
Alternatives: "a course centered around" or "a class focused on".
Exact(19)
We believe the cause is that multi-class SVM [6] constructed multiple binary classifiers (e.g., K(K−1)/2 classifiers for K classes), one for each pair of classes, and finally identified a class based on majority voting.
What is Figure 4? A class based on the exercises and stretches involved in ballet and other types of dance training.
The stages in pattern recognition involve measurement of the object to identify distinguishing attributes, extraction of features for the defining attributes, and assignment of the object to a class based on these features.
"The students did an amazing job of getting stuff into the market very quickly," says Michael Dearing, a consulting associate professor at the Institute of Design at Stanford, who now teaches a class based on similar, rapid prototyping ideas.
Homeothermia is a class based on convergence.
The model computes the posterior probability of a class, based on bag of words, and uses Bayes Theorem to predict the probability that a given feature set belongs to a particular class.
Similar(41)
A naïve Bayes classifier uses a set of training data to calculate the probability that a given example belongs to a certain class based on a set of features.
Similarly, Lin et al. (2006) developed a method for assigning a transporter to a TC class based on its amino acid sequence.
In-situ water quality concentrations (chl-a, TSS, KdPAR) were assigned to a frequency class based on the dominant water types [ fp, fs, or ft > 0.5].
Decision tree learning uses a decision tree to create a model that predicts the value of a target class based on several input variables.
During the classification step, an EEG signal is allocated a certain class based on the location of its feature vector.
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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