'module' object has no attribute 'svc'

Question

import pandas as pd
from sklearn import svm

### Read the CSV ###
df = pd.read_csv('C:/Users/anagha/Documents/Python Scripts/sampleData.csv')
df

from sklearn.cross_validation import train_test_split
train, test = train_test_split(df, train_size = 0.8)
train
test

x_column=['Userid','day_of_week','hour_of_day','minute_of_hour']
y_column = ['thermostat']

svc = svm.SVC()
model = svm.svc(kernel='linear', c=1, gamma=1) 

I'm getting an error AttributeError: 'module' object has no attribute 'svc'. Tried many techniques, but none of them are working. I'm new to python, and would really appreciate the help

Answer 1

svc = svm.SVC(kernel='linear', C=1, gamma=1)

Note that capital C.

See the docs.

Answer 2

You can try

from sklearn.svm import SVC

then

model = SVC(kernel='linear', c=1, gamma=1)

worked fine for me