文件列表:

online-svr (0, 2018-04-08)
online-svr\traffic_prediction.py (4040, 2018-04-08)
online-svr\online_svr.py (23291, 2018-04-08)
online-svr\animated_plot.py (1219, 2018-04-08)
online-svr\traffic_code (0, 2018-04-08)
online-svr\traffic_code\test_rcv.py (65, 2018-04-08)
online-svr\traffic_code\service.py (9090, 2018-04-08)
online-svr\traffic_code\parse_surtrac_PA.py (3225, 2018-04-08)
online-svr\traffic_code\parse_surtrac.py (2332, 2018-04-08)
online-svr\traffic_code\listener.py (1667, 2018-04-08)
online-svr\traffic_code\dectlc_clusters.txt (17188, 2018-04-08)
online-svr\traffic_code\centre_graham_cluster_log.txt (578335, 2018-04-08)
online-svr\traffic_code\JobBlockMData.java (16163, 2018-04-08)
online-svr\dataset (0, 2018-04-08)
online-svr\dataset\phase1_5D_PA.txt (9422, 2018-04-08)
online-svr\dataset\phase1_5D.txt (89674, 2018-04-08)
online-svr\dataset\phase1_10D_prediction_log.txt (11108, 2018-04-08)
online-svr\dataset\phase1_10D_PA.txt (9300, 2018-04-08)
online-svr\dataset\phase1_10D.txt (168179, 2018-04-08)
online-svr\dataset\phase0_5D_PA.txt (8983, 2018-04-08)
online-svr\dataset\phase0_5D.txt (90346, 2018-04-08)
online-svr\dataset\phase0_10D_prediction_log.txt (10556, 2018-04-08)
online-svr\dataset\phase0_10D_PA.txt (8865, 2018-04-08)
online-svr\dataset\phase0_10D.txt (169370, 2018-04-08)
online-svr\data_preparation (0, 2018-04-08)
online-svr\data_preparation\traffic_data.mat (131538, 2018-04-08)
online-svr\data_preparation\test_traffic_flow_PA.m (1523, 2018-04-08)
online-svr\data_preparation\test_traffic_flow.m (2860, 2018-04-08)
online-svr\data_preparation\pa_loss.m (129, 2018-04-08)
online-svr\data_preparation\output2.txt (276857, 2018-04-08)
online-svr\data_preparation\output1.txt (274482, 2018-04-08)
online-svr\data_preparation\new_log.txt (74490, 2018-04-08)
online-svr\data_preparation\avg_arrival_rate.m (192, 2018-04-08)
... ...

# Online SVR Methods adapted from the paper "Accurate On-line Support Vector Regression" from Junshui Ma, James Theiler, and Simon Perkins. This code is essentially a Python rewrite of Francesco Parrella's MATLAB code http://onlinesvr.altervista.org/. Includes an undocumented application to cluster-size prediction in traffic flow. Used for a group project in 16-831 Statistical Techniques in Robotics at Carnegie Mellon University.

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