SDB GUI 3.1.0

• New Processing Options button which control overall processing workflow instead of only selected method (except Random State). The options are Parallel Backend selection, Processing Core number (n jobs), Random State, and Auto Negative Sign CheckBox. Random State control the randomness of splitting train and test data. Auto Negative Sign Check Box will allow user to disable automatic minus-ing depth sample while most of the depth sample is positive. Please refer to joblib.parallel_backend to see details of Parallel Backend and Processing Core number (n jobs).
• Applying different and faster method of extracting raster values of a certain depth point sample based on its coordinate.
• Format filtering of sample data, so only point type of ESRI Shapefile is allowed.
• Bootstrap option enabled on random forest method