simulation results (8f0d2b75) · Commits · 钟慕尧 / tvgl

global_dynamic_50_10_na.csv

0 → 100644

+25 −0

Original line number	Diff line number	Diff line
		# Information
		Run datetime, 2017-09-28 20:22:55
		Data file, synthetic_data/global_restructuring_1000x20.csv
		Algorithm type, DynamicGL
		Penalty function, n/a
		Data dimension, 20
		Blocks, 50
		Observations in a block, 20
		Rho, 21
		Beta, 0
		Lambda, 10.0
		Processes used, 25
		Total edges, 1350
		Total edgeless, 8150

		# Results
		Algorithm run time, 0.357 seconds
		Iterations to complete, n/a

		Correct positive edges, 562
		All positives, 1233
		F1 Score, 0.435
		Temporal deviations ratio (max/mean), 1.436
		Temporal deviations ,2.015,1.649,1.536,1.523,1.828,1.794,1.631,1.929,1.755,1.568,1.510,1.649,1.800,1.703,1.470,1.855,1.783,1.517,1.778,1.490,1.685,1.876,1.865,1.685,2.371,1.789,1.281,1.393,1.510,1.386,1.456,1.600,1.407,1.530,1.703,1.476,1.400,1.400,1.703,1.543,1.510,1.939,1.667,1.703,1.536,1.761,1.661,1.637,1.661
		Normalized Temporal deviations ,0.850,0.696,0.648,0.643,0.771,0.757,0.688,0.814,0.740,0.662,0.637,0.696,0.759,0.718,0.620,0.782,0.752,0.640,0.750,0.629,0.711,0.791,0.787,0.711,1.000,0.755,0.540,0.588,0.637,0.584,0.614,0.675,0.594,0.645,0.718,0.623,0.591,0.591,0.718,0.651,0.637,0.818,0.703,0.718,0.648,0.743,0.701,0.691,0.701

0 → 100644

+25 −0

Original line number	Diff line number	Diff line
		# Information
		Run datetime, 2017-09-28 20:38:28
		Data file, synthetic_data/global_restructuring_1000x20.csv
		Algorithm type, ParallelTVGL
		Penalty function, element_wise
		Data dimension, 20
		Blocks, 50
		Observations in a block, 20
		Rho, 6.7
		Beta, 50
		Lambda, 4.0
		Processes used, 25
		Total edges, 1350
		Total edgeless, 8150

		# Results
		Algorithm run time, 24.9 seconds
		Iterations to complete, 3062

		Correct positive edges, 831
		All positives, 857
		F1 Score, 0.753
		Temporal deviations ratio (max/mean), 15.146
		Temporal deviations ,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,1.414,0.000,0.000,1.414,0.000,1.414,2.000,2.828,6.481,2.000,1.414,0.000,2.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
		Normalized Temporal deviations ,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.218,0.000,0.000,0.218,0.000,0.218,0.309,0.436,1.000,0.309,0.218,0.000,0.309,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000

0 → 100644

+25 −0

Original line number	Diff line number	Diff line
		# Information
		Run datetime, 2017-09-28 20:13:27
		Data file, synthetic_data/perturbed_node_1000x20.csv
		Algorithm type, ParallelTVGL
		Penalty function, element_wise
		Data dimension, 20
		Blocks, 50
		Observations in a block, 20
		Rho, 6.7
		Beta, 50
		Lambda, 2.0
		Processes used, 25
		Total edges, 1425
		Total edgeless, 8075

		# Results
		Algorithm run time, 29.3 seconds
		Iterations to complete, 2948

		Correct positive edges, 1372
		All positives, 1403
		F1 Score, 0.970
		Temporal deviations ratio (max/mean), 16.333
		Temporal deviations ,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,1.414,0.000,1.414,1.414,2.828,0.000,0.000,0.000,1.414,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
		Normalized Temporal deviations ,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.500,0.000,0.500,0.500,1.000,0.000,0.000,0.000,0.500,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000

0 → 100644

+25 −0

Original line number	Diff line number	Diff line
		# Information
		Run datetime, 2017-09-28 20:32:51
		Data file, synthetic_data/global_restructuring_1000x20.csv
		Algorithm type, ParallelTVGL
		Penalty function, group_lasso
		Data dimension, 20
		Blocks, 50
		Observations in a block, 20
		Rho, 6.7
		Beta, 55
		Lambda, 2.0
		Processes used, 25
		Total edges, 1350
		Total edgeless, 8150

		# Results
		Algorithm run time, 19.7 seconds
		Iterations to complete, 2084

		Correct positive edges, 1160
		All positives, 1267
		F1 Score, 0.887
		Temporal deviations ratio (max/mean), 21.846
		Temporal deviations ,1.414,1.414,0.000,0.000,0.000,0.000,0.000,0.000,0.000,1.414,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,2.449,4.000,8.602,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000
		Normalized Temporal deviations ,0.164,0.164,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.164,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.285,0.465,1.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000

0 → 100644

+25 −0

Original line number	Diff line number	Diff line
		# Information
		Run datetime, 2017-09-28 20:08:51
		Data file, synthetic_data/perturbed_node_1000x20.csv
		Algorithm type, ParallelTVGL
		Penalty function, group_lasso
		Data dimension, 20
		Blocks, 50
		Observations in a block, 20
		Rho, 6.7
		Beta, 50
		Lambda, 2.0
		Processes used, 25
		Total edges, 1425
		Total edgeless, 8075

		# Results
		Algorithm run time, 18.6 seconds
		Iterations to complete, 1989

		Correct positive edges, 1377
		All positives, 1418
		F1 Score, 0.969
		Temporal deviations ratio (max/mean), 15.263
		Temporal deviations ,0.000,0.000,0.000,1.414,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,1.414,3.464,0.000,0.000,0.000,2.000,0.000,1.414,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,1.414,0.000,0.000,0.000,0.000,0.000,0.000
		Normalized Temporal deviations ,0.000,0.000,0.000,0.408,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.408,1.000,0.000,0.000,0.000,0.577,0.000,0.408,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.000,0.408,0.000,0.000,0.000,0.000,0.000,0.000