Hi,

Code:
* Example generated by -dataex-. To install: ssc install dataex
clear
input str37 name str6 gender
"Miss Najam Asma"     ""      
"Abdul Jabar"         ""      
"Kalsoom Begum"       ""      
"Noor Saeed Badshah"  ""      
"Sumaira"             ""      
"Beena Gul"           ""      
"Farkhanda Jabeen"    ""      
"Maqsoom Shah"        "Female"
"Shabeena"            ""      
"Ghani Rehman"        ""      
"Faizan Khan"         ""      
"Sami Ullah Khan"     "Male"  
"Mir Atta Ullah Khan" "Male"  
"Rana Begum"          "Female"
"Shafqat Ullah Khan"  "Male"  
"Nihada Begum"        "Female"
"Qaisar Zaman"        ""      
"Nijatullah"          "Male"  
"Nizakat Begum"       "Female"
"Nazir Ullah Khan"    "Male"  
"Wahab Ullah"         "Male"  
"Nadeem Khan"         "Male"  
"Rafia Khattak"       "Female"
"Abid Shah"           "Male"  
"Anwar Ullah Khan"    "Male"  
"Nasreen  Akhtar"     ""      
"Dilshada Bibi"       "Female"
"Waqar Un Nisa"       "Female"
"Nawab Khan"          "Male"  
"Sania Sattar"        "Female"
end
Above is a snapshot of my data set. It has missing values in gender column. I want to predict if a person is male or female based on the names given in left column.
Is there a way to implement a machine learning method for this and how to go about it.

Grateful