CODEWITHSUNDEEP
pythontreescikit-learn
user8014849
user8014849

Reputation:

Module sklearn.tree_tree has no attribute DTYPE.

from sklearn import tree
#Just a basic program. I am just a beginner.
clf = tree.DecisionTreeClassifier()

X = [[190,84,9], [180,80,9], [175,67,8],[165,60,6],[180,64,7],[180,74,8],[154,56,5],[162,60,8],
      [184,76,9],[142,46,5],[164,69,8]]
Y = ["Male", "Male", "Male", "Female", "Female", "Male", "Female", "Female", "Male", "Female", 
     "Female"]

clf = clf.fit(X,Y)

prediction = clf.predict([169,58,8])

print(prediction)

This is the python code that I have. I have successfully installed the packages, yet I am getting this error. I use the Anaconda distribution with the spyder editor. Please help. Thanks!

Upvotes: 0

Views: 4840

Answers (2)

user8014849
user8014849

Reputation:

The error with this code is with the argument passed for the predict function. The corrected code is 

from sklearn import tree
#Just a basic program. I am just a beginner.
clf = tree.DecisionTreeClassifier()

X = [[190,84,9], [180,80,9], [175,67,8],[165,60,6],[180,64,7],[180,74,8],[154,56,5],[162,60,8],
      [184,76,9],[142,46,5],[164,69,8]]
Y = ["Male", "Male", "Male", "Female", "Female", "Male", "Female", "Female", "Male", "Female", 
     "Female"]

clf = clf.fit(X,Y)

prediction = clf.predict([[169,58,8]])

print(prediction)

And it gives the correct output as ['Female']. Thanks.

Upvotes: 1

Jai
Jai

Reputation: 3310

Try changing the import statement

from sklearn.tree import DecisionTreeClassifier

clf = DecisionTreeClassifier()

X = [[190,84,9], [180,80,9], [175,67,8],[165,60,6],[180,64,7],[180,74,8],[154,56,5],[162,60,8],
      [184,76,9],[142,46,5],[164,69,8]]
Y = ["Male", "Male", "Male", "Female", "Female", "Male", "Female", "Female", "Male", "Female", 
     "Female"]

clf = clf.fit(X,Y)

prediction = clf.predict([169,58,8])

print(prediction)

Upvotes: 0

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