International Science Community Association Research Journal of Recent Sciences 2277 - 2502 4 3 2015 March 2 Application of Machine learning Algorithms in Crime Classification and Classification Rule Mining 106 114 EN Zanganeh Mohsen 1 New Castle University School of Electrical, Electronic and Computer Engineering, Zanjan, IRAN Farshid Norouzi 2 Khuram Mushtaque 1 Federal Urdu University of Arts, Science and Technology, Karachi, PAKISTAN Kamran Ahsan 2 Mohammad Ali Jinnah University, Karachi, PAKISTAN Ahmer Umer 3 Tekei Abdolghader 1 Department of Public Administration, Science and Research branch, Islamic Azad University, Tehran, IRAN Memarzadeh Gholamreza. 2 Reza Najafbeigi 3 Mahdi Mortazavi 1 Department of Management, Institute of Management and Planning Studies, IRAN Elham Vahedi 2 Department of Executive Master of Business Administration, Alborz, Qazvin, IRAN Zarei Mohammadreza 3 Dept. of Master of Business Administration, Science and Culture University, IRAN Farzane Hemmatian 4 Dept. Entrepreneurship Management, Tehran University, IRAN Razavi Maryam 1 Department of industrial management, Science and Research Branch, Islamic Azad University, Tehran, IRAN AbbasToloie Eshlaghy 2 Gizem SAYGILI 1 Faculty of Education, Süleyman Demirel University, TURKEY Khadse Shaila 1 LIT, RTM Nagpur University, Nagpur, MH, INDIA Patil P.V. 2 Department of Chemistry, Dr. Ambedkar College, Deekshaboomi, Nagpur, INDIA Panhekar Deepa 3 Department of Chemistry, Institute of Science, Civil lines, Nagpur, INDIA Satpute Shridhar 4 Khodabakhshi Faranak 1 Islamic Azad University, Astara, IRAN Badri Abbasi 2 Srivastava Nitisha 1 Department of Botany, University of Allahabad, Allahabad-211002, U. P., INDIA Kumar Girjesh 2 MohammadSadegh Barkhordari 1 Bachelor of Civil Engineering, Isfahan University of technology, Isfahan, IRAN Gran Badshah 1 Faculty of Computer Systems and Software Engineering, Universiti Malaysia Pahang,TunRazak HighwayGambang, 26300 Kuantan, Pahang MALAYSIA Siau-Chuin Liew 2 JasniMohamad Zain 3 IzharHisham Syifak 4 Amatul Zehra 5 Tahereh Soleymaniahooie 1 Department of Chemistry, Islamic Azad University, North Tehran Branch, IRAN Shujah Maham 1 Department of Computer Science, COMSATS Institute of Information Technology, M.A., Jinnah Campus, Defence Road, Lahore, PAKISTAN Tabbasum Naz 2 Sadiq Ayesha 3 AmirmohseniAnbardan Ayoub 1 Islamic Azad University, Science and Research Branch, Tabriz, IRAN Farhad NaseriSarband 2 Islamic Azad University, Qazvin Branch, IRAN Satari Shiva 3 Islamic Azad University, Medical Science, Tehran, IRAN Umair Saeed 1 Department of Computer Science, Federal Urdu University of Arts, Sciences and Technology, Karachi, PAKISTAN Muhammad Sarim 2 Amna Usmani 3 Aniqa Mukhtar 4 BasitShaikh Abdul 5 SheikhKashif Raffat 6 > Research Article 2013 12 2 2015 March 2 Nowadays crime is one of major threats faced by our government .Extensive research in criminology has been done on focusing the study of crime and criminal behavior scientifically. It is one of most important field where the applications of data mining techniques are producing fruitful results. Data mining has been using to model crime detection and classification problems. Manually addressing the large amount of the volume of crime that is being committed makes crime prevention strategies a time consuming and complex task. In this paper data mining techniques are examined to predict crime and criminality. We apply machine learning algorithms to a dataset of criminal activity to predict attributes and event outcomes. We will also do comparative analysis between different classification techniques.. Copyright@ International Science Community Association