I am learning Machine Learning by following Google's Machine Learning Recipe videos on YouTube.
(我正在通过在YouTube上关注Google的机器学习食谱视频来学习机器学习。)
I am using PyCharm and Anaconda. (我正在使用PyCharm和Anaconda。)
Right now, I am facing an issue while following this video: https://www.youtube.com/watch?v=tNa99PG8hR8&list=PLOU2XLYxmsIIuiBfYad6rFYQU_jL2ryal&index=2 (目前,我在观看此视频时遇到问题: https : //www.youtube.com/watch?v=tNa99PG8hR8&list=PLOU2XLYxmsIIuiBfYad6rFYQU_jL2ryal&index=2)
I am getting this error:
(我收到此错误:)
Traceback (most recent call last):
File "C:/Users/shawn/PycharmProjects/AnacondaProject1/video 2.py", line 38, in <module>
graph.write_pdf("iris.pdf")
AttributeError: 'list' object has no attribute 'write_pdf'
Here are my codes:
(这是我的代码:)
from sklearn.datasets import load_iris
import numpy as np
from sklearn import tree
iris = load_iris()
# print iris.feature_names
# print iris.target_names
# print iris.data[0]
# print iris.target[0]
test_idx = [0,50,100]
#training data
train_target = np.delete(iris.target, test_idx)
train_data = np.delete(iris.data, test_idx, axis=0)
#testing data
test_target = iris.target[test_idx]
test_data = iris.data[test_idx]
clf = tree.DecisionTreeClassifier()
clf.fit(train_data, train_target)
print(clf.predict(test_data))
print(test_target)
# viz code (these codes didn't run)
from sklearn.externals.six import StringIO
import pydot
dot_data = StringIO()
tree.export_graphviz(clf,
out_file=dot_data,
feature_names=iris.feature_names,
class_names = iris.target_names,
filled=True, rounded=True,
impurity=False)
graph = pydot.graph_from_dot_data(dot_data.getvalue())
graph.write_pdf("iris.pdf")
print (test_data[0],test_target[0])
print (iris.feature_names, iris.target_names)
I have followed the solutions of other similar questions on Stackoverflow.
(我已经关注了Stackoverflow上其他类似问题的解决方案。)
Here is an example of the similar question with solution: AttributeError: 'list' object has no attribute 'write_pdf' (这是带有解决方案的类似问题的示例: AttributeError:'list'对象没有属性'write_pdf')
But it doesn't work for my case.
(但这对我的情况不起作用。)
How can I fix the issue?
(我该如何解决该问题?)
ask by Shawn translate from so 与恶龙缠斗过久,自身亦成为恶龙;凝视深渊过久,深渊将回以凝视…