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Engineering Physics Annotation << Back
METHOD OF TREES SOLUTIONS FOR BINARY AND MULTICLASS CLASSIFICATION PROBLEMS |
V.A. BULANOV, O.E. FOMICHEVA
The application of machine learning models with a teacher on the basis of decision trees for binary and multiclass classification problems is considered. Topics such as data preprocessing and metrics for assessing the generalizing ability of a model after training are discussed. When doing the work, machine learning models from the scikit-learn library for the Python language were used.
Keywords: Machine learning with a teacher, decision trees, random forest, binary classification, multiclass classification, Python programming language.
DOI: 10.25791/infizik.03.2020.1123
Pp. 19-26. |
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