“Landslide Prediction Using Machine Learning”

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This paper introduces the current machine learning approach to solving problems in the domain of landslide susceptibility assessment. Three different machine learning algorithms can be compared: Support Vector Machines, Decision Trees and Logistic Regression. Any three landslide slopes in a selected hilly area in the State of Kerala will be selected to perform the entire modeling procedure, from attribute and referent data preparation/processing, through the classifiers' implementation to
the evaluation, carried out in terms of the model's performance and agreement with the referent data.

3 years ago


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