ALS Orne Estuary ML Labeled data

Labeled ALS data on the Orne estuary used to train machine learning models. The .zip file contains 2 files: "150603_5class_1Mpts_train.las" and "predi_rf18_4Mpts_0720_1003.las".The file "150603_5class_1Mpts_train.las" is a labeled dataset that can be used to train machine learning models. It was manually classified by field experts. The labeled are contained in the field "Target" with the following values: 1 for "Water", 2 for "Road", 3 for "Buildings and Trees", 4 for "Grass and Schorre" , 5 for "Sand and Mud".The file "predi_rf18_4Mpts_0720_1003.las" contains the prediction results using a Random Forest classifier with the cLASpy_T software.