Machine learning model tracking platform

作者: Stuart Michael Bowers , Hussein Mohamed Hassan Mehanna , Parul Agarwal , Parv Ajay Oberoi

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摘要: Some embodiments include a machine learner platform. The platform can implement model tracking service to track one or more learning models for application services. A tracker database record version history and/or training configurations of the models. interface configured present interactive controls building, modifying, evaluating, deploying, compare trainer engine task out computing devices. evaluation compute an evaluative metric resulting from task.

参考文章(15)
Abraham Bagherjeiran, Ralesh Parekh, Adwait Ratnaparkhi, Andrew Hatch, Renjie Tang, Zengvan Zhang, Adaptive Targeting for Finding Look-Alike Users ,(2010)
Vanessa Murdock, Vassilis Plachouras, Massimiliano Ciaramita, Optimizing ranking functions using click data ,(2008)
John Canny, Dmitry Pavlov, Pavel Berkhin, Ye Chen, Large-Scale Behavioral Targeting for Advertising over a Network ,(2009)
Michael Benjamin Cohen, Lars Eilstrup Rasmussen, Xiao Li, Alisson Gusatti Azzolini, Maxime Boucher, Yofay Kari Lee, Personalized structured search queries for online social networks ,(2014)
Claris Leroux, Fernando E.B. Otero, Colin G. Johnson, A genetic programming problem definition language code generator for the epochX framework genetic and evolutionary computation conference. pp. 1149- 1154 ,(2014) , 10.1145/2598394.2605691
Jure Žbontar, Miha Štajdohar, Martin Možina, Janez Demšar, Marko Toplak, Blaž Zupan, Lan Umek, Matija Polajnar, Tomaž Curk, Lan Žagar, Tomaž Hočevar, Anže Starič, Mitar Milutinovič, Aleš Erjavec, Marinka Žitnik, Črt Gorup, Orange: data mining toolbox in python Journal of Machine Learning Research. ,vol. 14, pp. 2349- 2353 ,(2013)
Tarun Agarwal, Robert Matthias Steele, Leo Parker Dirac, Jun Qian, Optimized decision tree based models ,(2014)
Ran Gilad-Bachrach, Mikhail Bilenko, Mikhail Royzner, Christopher A. Meek, Predicting behavior using features derived from statistical information ,(2014)