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house_price_prediction
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chaphoto commited on
Commit
8960813
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1 Parent(s): 0627a0d

Update app.py

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Files changed (1) hide show
  1. app.py +4 -8
app.py CHANGED
@@ -31,7 +31,7 @@ df = pd.read_csv('train2.csv')
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  # Renaming columns
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  df.rename(columns = {'MSSubClass':'MSSubClass','LotArea':'LotArea', 'OverallQual':'OverallQual','OverallCond':'OverallCond', 'YearBuilt':'YearBuilt',
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- 'MasVnrArea':'MasVnrArea', 'BsmtFinSF1':'BsmtFinSF1', 'BsmtFinSF2':'BsmtFinSF2',
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  'BsmtUnfSF':'BsmtUnfSF','TotalBsmtSF':'TotalBsmtSF'},inplace = True)
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@@ -51,11 +51,10 @@ x_train, x_test, y_train, y_test = train_test_split(x,y, test_size = 0.2, random
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  # FUNCTION
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  def user_report():
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  MSSubClass = st.sidebar.slider('MSSubClass', 0,60, 200 )
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- LotArea = st.sidebar.slider('LotArea', 2,10, 4 )
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- OverallQual = st.sidebar.slider('OverallQual', 3,11, 5 )
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  OverallCond = st.sidebar.slider('OverallCond', 2,7, 3 )
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- YearBuilt = st.sidebar.slider('YearBuilt', 170,70000, 5000 )
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- MasVnrArea = st.sidebar.slider('MasVnrArea', 170,70000, 5000 )
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  BsmtFinSF1 = st.sidebar.slider('BsmtFinSF1', 170,70000, 5000 )
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  BsmtUnfSF = st.sidebar.slider('BsmtUnfSF', 170,70000, 5000 )
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  BsmtFinSF2 = st.sidebar.slider('BsmtFinSF2', 170,70000, 5000 )
@@ -67,7 +66,6 @@ def user_report():
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  'LotArea':LotArea,
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  'OverallQual':OverallQual,
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  'YearBuilt':YearBuilt,
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- 'MasVnrArea':MasVnrArea,
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  'BsmtFinSF1': BsmtFinSF1,
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  'BsmtUnfSF': BsmtUnfSF,
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  'BsmtFinSF2': BsmtFinSF2,
@@ -134,7 +132,6 @@ def user_report():
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  OverallQual = st.sidebar.slider('OverallQual', 3,11, 5 )
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  OverallCond = st.sidebar.slider('OverallCond', 2,7, 3 )
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  YearBuilt = st.sidebar.slider('YearBuilt', 170,70000, 5000 )
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- MasVnrArea = st.sidebar.slider('MasVnrArea', 170,70000, 5000 )
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  BsmtFinSF1 = st.sidebar.slider('BsmtFinSF1', 170,70000, 5000 )
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  BsmtUnfSF = st.sidebar.slider('BsmtUnfSF', 170,70000, 5000 )
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  BsmtFinSF2 = st.sidebar.slider('BsmtFinSF2', 170,70000, 5000 )
@@ -146,7 +143,6 @@ def user_report():
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  'LotArea':LotArea,
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  'OverallQual':OverallQual,
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  'YearBuilt':YearBuilt,
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- 'MasVnrArea':MasVnrArea,
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  'BsmtFinSF1': BsmtFinSF1,
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  'BsmtUnfSF': BsmtUnfSF,
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  'BsmtFinSF2': BsmtFinSF2,
 
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  # Renaming columns
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  df.rename(columns = {'MSSubClass':'MSSubClass','LotArea':'LotArea', 'OverallQual':'OverallQual','OverallCond':'OverallCond', 'YearBuilt':'YearBuilt',
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+ 'BsmtFinSF1':'BsmtFinSF1', 'BsmtFinSF2':'BsmtFinSF2',
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  'BsmtUnfSF':'BsmtUnfSF','TotalBsmtSF':'TotalBsmtSF'},inplace = True)
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  # FUNCTION
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  def user_report():
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  MSSubClass = st.sidebar.slider('MSSubClass', 0,60, 200 )
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+ LotArea = st.sidebar.slider('LotArea', 0,5,10 )
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+ OverallQual = st.sidebar.slider('OverallQual', 0,5, 10 )
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  OverallCond = st.sidebar.slider('OverallCond', 2,7, 3 )
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+ YearBuilt = st.sidebar.slider('YearBuilt', 1872,1900, 201 )
 
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  BsmtFinSF1 = st.sidebar.slider('BsmtFinSF1', 170,70000, 5000 )
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  BsmtUnfSF = st.sidebar.slider('BsmtUnfSF', 170,70000, 5000 )
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  BsmtFinSF2 = st.sidebar.slider('BsmtFinSF2', 170,70000, 5000 )
 
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  'LotArea':LotArea,
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  'OverallQual':OverallQual,
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  'YearBuilt':YearBuilt,
 
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  'BsmtFinSF1': BsmtFinSF1,
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  'BsmtUnfSF': BsmtUnfSF,
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  'BsmtFinSF2': BsmtFinSF2,
 
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  OverallQual = st.sidebar.slider('OverallQual', 3,11, 5 )
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  OverallCond = st.sidebar.slider('OverallCond', 2,7, 3 )
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  YearBuilt = st.sidebar.slider('YearBuilt', 170,70000, 5000 )
 
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  BsmtFinSF1 = st.sidebar.slider('BsmtFinSF1', 170,70000, 5000 )
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  BsmtUnfSF = st.sidebar.slider('BsmtUnfSF', 170,70000, 5000 )
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  BsmtFinSF2 = st.sidebar.slider('BsmtFinSF2', 170,70000, 5000 )
 
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  'LotArea':LotArea,
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  'OverallQual':OverallQual,
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  'YearBuilt':YearBuilt,
 
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  'BsmtFinSF1': BsmtFinSF1,
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  'BsmtUnfSF': BsmtUnfSF,
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  'BsmtFinSF2': BsmtFinSF2,