Root Cause Analysis of Low Throughput Situations Using Boosting Algorithms and the TreeShap Analysis
Author:
Affiliation:
1. Instituto Superior Técnico,Lisbon,Portugal
2. CELFINET, Consultoria em Telecomunicações, Lda,Lisbon,Portugal
3. Instituto Superior de Engenharia Lisboa,Lisbon,Portugal
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9860273/9860350/09860734.pdf?arnumber=9860734
Reference11 articles.
1. Poor Data Throughput Root Cause Analysis in Mobile Networks using Deep Neural Network
2. An Improved Capacity Model based on Radio Measurements for a 4G and beyond Wireless Network
3. Facing Imbalanced Data--Recommendations for the Use of Performance Metrics
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