Property group	Property Name	Description	Misc.	Note
Model File	Save Model File	Decide whether to save model file.	Required	Yes, No
Model File	Model File Path	Set the path for the model file to be saved	Conditionally Required
Selection options	Impurity Function	Specify the impurity function (Default is Gini)	Required	Gini, Twoing, Entropy, LSD
Selection options	Misclassification Cost	‘Default’ sets the misclassification cost as 1 for correct classifications and 0 for misclassifications across all classes. To assign different costs to each class, select Custom and specify the values.	Required	Default, Custom
Selection options	Occupancy Input	Occupancy Input refers to the proportion of each class within the data. By default, the same percentage is applied to all classes.	Required	Default, Custom
Selection options	Criterion	Define whether to build the tree automatically or manually based on the selected options.	Required	Automatic, Manual
Selection options	Min Samples Split	Set the minimum number of data required to split a tree node. Activated when the Criterion option is set to ‘Automatic’. (Default is 5)	Conditionally Required	Value>0
Selection options	Pruning	Choose whether to prune the generated tree. Activated when the Criterion option is set to ‘Automatic’.	Conditionally Required	Yes, No
Selection options	Max Tree Depth	The maximum depth of the tree. Activated when the Criterion option is set to ‘Automatic’. Default: None (nodes are expanded until all leaves are pure or contain fewer than Min Samples Split)	Conditionally Required	Value>0
Selection options	Impurity Threshold	A node becomes a stationary node if its impurity is below the specified impurity threshold. Activated when the Criterion option is set to ‘Automatic’.	Conditionally Required	0≤value≤1
Selection options	Impurity Change Threshold	If the impurity change for a node is below the specified threshold, the node is considered a terminal node. Activated only when the Criterion option is set to ‘Automatic’, and Pruning option is set to ‘No’.	Conditionally Required	0≤value≤1