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import pandas as pd
from sklearn.tree import DecisionTreeClassifier
from sklearn.model_selection import train_test_split
from sklearn.metrics import accuracy_score

reader= pd.read_csv("music.csv")
X=reader.drop(columns=["genre"])
y = reader["genre"]
x_train,x_test,y_train,y_test = train_test_split(X,y,test_size= 0.2)

model = DecisionTreeClassifier()
model.fit(x_train , y_train)
predictions = model.predict(x_test)
score = accuracy_score(y_test,predictions)
score
0.75
9+10
19
!pip install jovian
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import jovian
jovian.commit()
[jovian] Attempting to save notebook..