Update utils.py

utils.py

@@ -12,10 +12,11 @@ explainer_filename = "models/explainer_old.bz2"
 
 feature_names = ['PROPERTY: BCC/FCC/other', 'PROPERTY: Calculated Density (g/cm$^3$)',
        'PROPERTY: Calculated Young modulus (GPa)',
-       'PROPERTY: Processing method', 'PROPERTY: Microstructure',
-       'PROPERTY: Single/Multiphase', 'Microstructure One Hot',
-       'Processing Method One Hot', 'BCC/FCC/other One Hot',
-       'Single/Multiphase One Hot', 'Microstructure B2',
+       #'PROPERTY: Processing method', 'PROPERTY: Microstructure',
+       #'PROPERTY: Single/Multiphase', 'Microstructure One Hot',
+       #'Processing Method One Hot', 'BCC/FCC/other One Hot',
+       #'Single/Multiphase One Hot',
+       'Microstructure B2',
        'Microstructure B2+BCC', 'Microstructure B2+L12',
        'Microstructure B2+Laves+Sec.', 'Microstructure B2+Sec.',
        'Microstructure BCC', 'Microstructure BCC+B2',
@@ -42,7 +43,8 @@ feature_names = ['PROPERTY: BCC/FCC/other', 'PROPERTY: Calculated Density (g/cm$
        'Preprocessing method CAST', 'Preprocessing method OTHER',
        'Preprocessing method POWDER', 'Preprocessing method WROUGHT',
        'BCC/FCC/other BCC', 'BCC/FCC/other FCC', 'BCC/FCC/other OTHER',
-       'Single/Multiphase ', 'Single/Multiphase M', 'Single/Multiphase S']
+       #'Single/Multiphase ',
+        'Single/Multiphase M', 'Single/Multiphase S']
 
 def return_feature_names():
     return feature_names