FranciscoLozDataScience commited on
Commit
f364b27
·
1 Parent(s): 6a7a69f

change procedure of prediction

Browse files
Files changed (1) hide show
  1. model.py +8 -3
model.py CHANGED
@@ -48,13 +48,18 @@ class SmokerModel:
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  X_scaled = self.scale(X)
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  # Check if the array is 1-dimensional aka one sample
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- if len(X_scaled.shape) != 1:
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- raise ValueError("Input array must be one-dimensional (one sample), but got a shape of {}".format(X.shape))
 
 
 
 
 
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  return
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  # Reshape the array
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  # X = X.reshape(1, -1)
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- X_scaled = X_scaled.reshape(1, -1)
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  # # scale the data
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  # X_scaled = self.scale(X)
 
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  X_scaled = self.scale(X)
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  # Check if the array is 1-dimensional aka one sample
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+ # if len(X_scaled.shape) != 1:
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+ # raise ValueError("Input array must be one-dimensional (one sample), but got a shape of {}".format(X.shape))
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+ # return
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+
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+ #check array only has one sample
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+ if X.shape[0] != 1:
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+ raise ValueError("Input array must contain only one sample, but {} samples were found".format(X.shape[0]))
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  return
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  # Reshape the array
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  # X = X.reshape(1, -1)
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+ # X_scaled = X_scaled.reshape(1, -1)
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  # # scale the data
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  # X_scaled = self.scale(X)