[typo/edit] Correct typo of MultiSVR and Add metrics-import to code in README.md

Author: nwtgck

README.md

@@ -14,6 +14,7 @@ Support Vector Regression (SVR) for multidimensional labels
 
  ```python
 import multi_svr
+from sklearn import metrics
 
 X = [
   [0, 0],
@@ -34,7 +35,7 @@ y = [
 ]
 
 #  Create SVR
-regressor = multi_svr.MutilSVR(kernel='linear')
+regressor = multi_svr.MultiSVR(kernel='linear')
 # Fit
 regressor.fit(X, y)
 # Predict

examples/example1.py

@@ -20,7 +20,7 @@
 ]
 
 #  Create SVR
-regressor = multi_svr.MutilSVR(kernel='linear')
+regressor = multi_svr.MultiSVR(kernel='linear')
 # Fit
 regressor.fit(X, y)
 # Predict

multi_svr/__init__.py

@@ -3,7 +3,7 @@
 from sklearn import svm
 
 
-class MutilSVR(sklearn.base.BaseEstimator, sklearn.base.RegressorMixin):
+class MultiSVR(sklearn.base.BaseEstimator, sklearn.base.RegressorMixin):
   def __init__(self, **kwargs):
     self.__init_kwargs = kwargs
 

tests/multi_svr_test.py

@@ -25,7 +25,7 @@ def test_prediction(self):
     ]
 
     #  Create SVR
-    regressor = multi_svr.MutilSVR(kernel='linear')
+    regressor = multi_svr.MultiSVR(kernel='linear')
     # Fit
     regressor.fit(X, y)
     # Predict