intellistream / Sesame

[SIGMOD 2023] Data Stream Clustering: An In-depth Empirical Study
MIT License
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DBStream result size==0 on CoverType #157

Open wzru opened 2 years ago

wzru commented 2 years ago
TEST(SystemTest, DBStream) {
  // Parse parameters.
  // [529, 999, 1270, 1624, 2001, 2435, 2648, 3000]
  // [3, 3, 4, 6, 6, 7, 9, 9]
  param_t cmd_params;
  cmd_params.num_points = 581012;
  cmd_params.dim = 2;
  cmd_params.base = 2;
  cmd_params.lambda = 0.998;
  cmd_params.radius = 20;
  cmd_params.clean_interval = 400;
  cmd_params.min_weight = 0.5;
  cmd_params.alpha = 0.2;
  cmd_params.input_file = std::filesystem::current_path().generic_string() +
                          "/datasets/EDS.txt";
  cmd_params.output_file = "results.txt";
  cmd_params.algo = SESAME::DBStreamType;
  cmd_params.num_clusters = 363;
  cmd_params.time_decay = false;
  cmd_params.store = false;