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1. (WO2017069743) USING MACHINE LEARNING REGRESSION TO ESTIMATE TIME FOR COMPLETING APPLICATION LIFECYCLE MANAGEMENT WORK ITEM
Pub. No.:    WO/2017/069743    International Application No.:    PCT/US2015/056466
Publication Date: Fri Apr 28 01:59:59 CEST 2017 International Filing Date: Wed Oct 21 01:59:59 CEST 2015
IPC: G06F 9/44
Applicants: ENTIT SOFTWARE LLC
Inventors: STRACHAN, Shaul
KOUR, George
REGEV, Raz
Title: USING MACHINE LEARNING REGRESSION TO ESTIMATE TIME FOR COMPLETING APPLICATION LIFECYCLE MANAGEMENT WORK ITEM
Abstract:
A technique includes extracting data from a historical data store representing completed work items and associated features of the work items. The work items are associated with a lifecycle stage of an application. The technique includes training a regression model to estimate a time for completing a given work item based at least in part on the features.