def testTennis(trainDataFile, testDataFile, attrDataFile):
tennisTree = DecisionTree(trainDataFile, testDataFile, attrDataFile)
tennisTree.loadData()
tennisTree.preprocessData()
trainData = tennisTree.getTrainData()
testData = tennisTree.getTestData()
validationData = tennisTree.getValidationData()
tennisTree.generateTree(trainData)
tree = tennisTree.getTree()
attributes = tennisTree.getAttributes()
attrValues = tennisTree.getAttrValues()
tennisTreePrinter = TreePrinter(tree, attrValues)
print("----------Tree----------")
tennisTreePrinter.printTree()
tennisRulePrinter = RuleSetPrinter(tree, attrValues)
print("--------Rule Set--------")
tennisRulePrinter.printRuleSet()
rules = tennisRulePrinter.getRules()
trainPred = Predictor(trainData, validationData, attributes, attrValues,
tree, rules)
trainAcc = trainPred.calculateAccuracy(trainData, tree)
print("Training Accuracy (%): " + str(trainAcc))
testPred = Predictor(testData, validationData, attributes, attrValues,
tree, rules)
testAcc = testPred.calculateAccuracy(testData, tree)
print("Test Accuracy (%): " + str(testAcc))
