Browsing Informes técnicos y Documentos de trabajo by Author "Muguerza Rivero, Javier Francisco"
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An update of the J48Consolidated WEKA’s class: CTC algorithm enhanced with the notion of coverage
Ibarguren Arrrieta, Igor; Pérez de la Fuente, Jesús María ; Muguerza Rivero, Javier Francisco; Gurrutxaga Goikoetxea, Ibai ; Arbelaiz Gallego, Olatz (2016-02-12)This document aims to describe an update of the implementation of the J48Consolidated class within WEKA platform. The J48Consolidated class implements the CTC algorithm [2][3] which builds a unique decision tree based on ... -
Generation of the database gurekddcup
Perona Balda, Iñigo ; Arbelaiz Gallego, Olatz ; Gurrutxaga Goikoetxea, Ibai ; Martín, José Ignacio; Muguerza Rivero, Javier Francisco; Pérez de la Fuente, Jesús María (2017-02-10)The database gureKDDCup has been generated within the UADI project (Unsupervised Anomaly Detection for Intrusion detection system) in which a classifier that detects intrusions or attacks in network based systems was ... -
J48Consolidated: an implementation of CTC algorithm for WEKA
Arbelaiz Gallego, Olatz ; Gurrutxaga Goikoetxea, Ibai ; Lozano, Fernando; Muguerza Rivero, Javier Francisco; Pérez de la Fuente, Jesús María (2016-02-12)The CTC algorithm, Consolidated Tree Construction algorithm, is a machine learning paradigm that was designed to solve a class imbalance problem, a fraud detection problem in the area of car insurance [1] where, besides, ...