s444409/DSZI_Survival
s444409/DSZI_Survival
2
1
Fork 0
Code Issues Pull Requests Releases Wiki Activity

Add method making decision in DecisionTree class

Browse Source 
This method takes an instance of DecisionTreeExample and returns what it "decided".
This commit is contained in:
Michał Czekański 2020-05-21 17:00:59 +02:00
parent 9d1299b162
commit 44419b5f28
1 changed files with 12 additions and 1 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

13
src/AI/DecisionTrees/DecisionTree.py
View File

@ -1,7 +1,8 @@
from typing import List, Any
from typing import List
from src.AI.DecisionTrees.AttributeDefinition import AttributeDefinition
from src.AI.DecisionTrees.DecisionTreeBranch import DecisionTreeBranch
from src.AI.DecisionTrees.DecisionTreeExample import DecisionTreeExample
class DecisionTree(object):
@ -16,3 +17,13 @@ class DecisionTree(object):
def addBranch(self, newBranch):
self.branches.append(newBranch)
self.branchesNum += 1
def giveAnswer(self, example: DecisionTreeExample):
if self.branchesNum == 0:
return self.root
for attr in example.attributes:
if attr.attributeDefinition.id == self.root.id:
for branch in self.branches:
if branch.label == attr.value:
return branch.subtree.giveAnswer(example)