<prompt> Hlalosa hore na sefate sa liqeto ke eng.nan  <response>: Instruction in English: Explain what a decision tree is. . Response in English: A decision tree is a graphical representation of possible outcomes resulting from a series of decisions that are made based on certain conditions. It is a type of algorithm used in machine learning, data analysis and statistics which uses a tree-like structure to model decisions and their possible consequences. Each branch of the tree represents a decision or a test, and each leaf node represents an outcome or a class label. The tree is built by recursively splitting the dataset into subsets based on the most significant feature that provides the best separation of the data. This feature is called a decision node and the separation is called branching. The process continues until some stopping criterion is met, such as the maximum depth of the tree or the minimum number of samples per leaf. Decision trees are commonly used in classification and regression problems and are easy to interpret and understand, making them a popular choice in many applications. . Response in Sesotho: Sefate sa liqeto ke setšoantšo se hlakileng sa liphello tse ka hlahang tse bakoang ke letoto la liqeto tse etsoang ho latela maemo a itseng. Ke mofuta oa algorithm o sebelisoang thutong ea mochini, tlhahlobo ea data le lipalo-palo tse sebelisang sebopeho se kang sefate ho etsa liqeto le litlamorao tse ka bang teng. Lekala le leng le le leng la sefate le emela qeto kapa teko, me node e ngoe le e ngoe ea lekhasi e emela sephetho kapa lengolo la sehlopha. Sefate se hahiloe ka ho arola dataset ka ho pheta-pheta ho li-subsets ho latela karolo ea bohlokoa ka ho fetisisa e fanang ka karohano e ntle ka ho fetisisa ea data. Tšobotsi ena e bitsoa node ea liqeto me karohano e bitsoa branching. Tsebetso e tsoela pele ho fihlela tekanyetso ea ho emisa e fihletsoe, joalo ka botebo ba botebo ba sefate kapa palo e tlase ea disampole ka lekhasi. Lifate tsa liqeto li atisa ho sebelisoa ho arola le mathata a ho khutlela morao me li bonolo ho li hlalosa le ho li utloisisa, e leng se etsang hore e be khetho e ratoang litsebetsong tse ngata. 