7e243b7e30385832e7d9f9f2d088e23860bc07e2,ChemML_PyScript.py,,,#,3

Before Change

////////////////////////////////////////////////////// MISSING_VALUES ////////////////////////////////////////////////////////
from cheml import preprocessing
rata, target = preprocessing.missing_values(method = "mean",
                                            string_as_null = True,
                                            inf_as_null = True,
                                            missing_values = "False")

After Change

data = missval.fit(data)
target = missval.fit(target)
from sklearn.preprocessing import Imputer
imp = Imputer(strategy = "mean",
              missing_values = "NaN",
              axis = 0,
              verbose = 0,
              copy = True)
df_columns = data.columns 
data = imp.fit_transform(data)
data = pd.DataFrame(data,columns=df_columns)
df_columns = target.columns 
target = imp.fit_transform(target)
target = pd.DataFrame(target,columns=df_columns)
//////////////////////////////////////////////////////

Instances