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Andreas Wilms
2025-09-08 19:05:42 +02:00
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experiments/results/inclusion_dependency/SciPy-matching-1k-ref-set/inclusion_dependency_filter_experiment_results.csv Normal file
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similarity_threshold,related_threshold,reference_set_amount,source_set_amount,label,elapsed_time,inverted_index_time,inverted_index_ram_usage,candidates_amount,candidates_amount_after_filtering,related_sets_found
0.0,0.7,1000,500000,NO FILTER,1036.548,49.107,7727.559,3006749,3006749,986715
0.0,0.75,1000,500000,NO FILTER,871.225,49.107,7727.559,2673348,2673348,964206
0.0,0.8,1000,500000,NO FILTER,695.528,49.107,7727.559,2273416,2273416,934002
0.0,0.85,1000,500000,NO FILTER,548.878,49.107,7727.559,1907985,1907985,879744
0.0,0.7,1000,500000,CHECK FILTER,980.124,49.107,7727.559,3006749,2852034,986715
0.0,0.75,1000,500000,CHECK FILTER,789.947,49.107,7727.559,2673348,2531660,964206
0.0,0.8,1000,500000,CHECK FILTER,590.707,49.107,7727.559,2273416,2107346,934002
0.0,0.85,1000,500000,CHECK FILTER,427.982,49.107,7727.559,1907985,1728877,879744
0.0,0.7,1000,500000,NN FILTER,533.776,49.107,7727.559,3006749,2547,2535
0.0,0.75,1000,500000,NN FILTER,448.358,49.107,7727.559,2673348,2394,2382
0.0,0.8,1000,500000,NN FILTER,359.112,49.107,7727.559,2273416,1077,1077
0.0,0.85,1000,500000,NN FILTER,268.529,49.107,7727.559,1907985,1037,1037
0.25,0.7,1000,500000,NO FILTER,1038.225,49.107,7727.559,3006749,3006749,984756
0.25,0.75,1000,500000,NO FILTER,866.06,49.107,7727.559,2673348,2673348,963792
0.25,0.8,1000,500000,NO FILTER,693.589,49.107,7727.559,2273416,2273416,933799
0.25,0.85,1000,500000,NO FILTER,545.784,49.107,7727.559,1907985,1907985,878482
0.25,0.7,1000,500000,CHECK FILTER,975.103,49.107,7727.559,3006749,2852028,984756
0.25,0.75,1000,500000,CHECK FILTER,787.87,49.107,7727.559,2673348,2531660,963792
0.25,0.8,1000,500000,CHECK FILTER,589.608,49.107,7727.559,2273416,2107346,933799
0.25,0.85,1000,500000,CHECK FILTER,426.222,49.107,7727.559,1907985,1728877,878482
0.25,0.7,1000,500000,NN FILTER,573.448,49.107,7727.559,3006749,2544,2532
0.25,0.75,1000,500000,NN FILTER,483.1,49.107,7727.559,2673348,2394,2382
0.25,0.8,1000,500000,NN FILTER,385.999,49.107,7727.559,2273416,1077,1077
0.25,0.85,1000,500000,NN FILTER,288.687,49.107,7727.559,1907985,1037,1037
0.5,0.7,1000,500000,NO FILTER,1031.681,49.107,7727.559,3006749,3006749,975892
0.5,0.75,1000,500000,NO FILTER,867.694,49.107,7727.559,2673348,2673348,951793
0.5,0.8,1000,500000,NO FILTER,693.398,49.107,7727.559,2273416,2273416,931599
0.5,0.85,1000,500000,NO FILTER,546.702,49.107,7727.559,1907985,1907985,875833
0.5,0.7,1000,500000,CHECK FILTER,971.71,49.107,7727.559,3006749,2848668,975892
0.5,0.75,1000,500000,CHECK FILTER,783.145,49.107,7727.559,2673348,2529966,951793
0.5,0.8,1000,500000,CHECK FILTER,585.346,49.107,7727.559,2273416,2106355,931599
0.5,0.85,1000,500000,CHECK FILTER,424.629,49.107,7727.559,1907985,1728640,875833
0.5,0.7,1000,500000,NN FILTER,573.046,49.107,7727.559,3006749,2544,2532
0.5,0.75,1000,500000,NN FILTER,482.035,49.107,7727.559,2673348,2394,2382
0.5,0.8,1000,500000,NN FILTER,385.754,49.107,7727.559,2273416,1077,1077
0.5,0.85,1000,500000,NN FILTER,288.24,49.107,7727.559,1907985,1037,1037
0.75,0.7,1000,500000,NO FILTER,1032.605,49.107,7727.559,3006749,3006749,973885
0.75,0.75,1000,500000,NO FILTER,866.218,49.107,7727.559,2673348,2673348,949627
0.75,0.8,1000,500000,NO FILTER,693.19,49.107,7727.559,2273416,2273416,929232
0.75,0.85,1000,500000,NO FILTER,548.07,49.107,7727.559,1907985,1907985,875163
0.75,0.7,1000,500000,CHECK FILTER,960.003,49.107,7727.559,3006749,2838145,973885
0.75,0.75,1000,500000,CHECK FILTER,773.8,49.107,7727.559,2673348,2519134,949627
0.75,0.8,1000,500000,CHECK FILTER,577.671,49.107,7727.559,2273416,2100303,929232
0.75,0.85,1000,500000,CHECK FILTER,417.292,49.107,7727.559,1907985,1725354,875163
0.75,0.7,1000,500000,NN FILTER,544.018,49.107,7727.559,3006749,2544,2532
0.75,0.75,1000,500000,NN FILTER,463.915,49.107,7727.559,2673348,2394,2382
0.75,0.8,1000,500000,NN FILTER,378.184,49.107,7727.559,2273416,1077,1077
0.75,0.85,1000,500000,NN FILTER,285.8,49.107,7727.559,1907985,1040,1040
1 similarity_threshold related_threshold reference_set_amount source_set_amount label elapsed_time inverted_index_time inverted_index_ram_usage candidates_amount candidates_amount_after_filtering related_sets_found
2 0.0 0.7 1000 500000 NO FILTER 1036.548 49.107 7727.559 3006749 3006749 986715
3 0.0 0.75 1000 500000 NO FILTER 871.225 49.107 7727.559 2673348 2673348 964206
4 0.0 0.8 1000 500000 NO FILTER 695.528 49.107 7727.559 2273416 2273416 934002
5 0.0 0.85 1000 500000 NO FILTER 548.878 49.107 7727.559 1907985 1907985 879744
6 0.0 0.7 1000 500000 CHECK FILTER 980.124 49.107 7727.559 3006749 2852034 986715
7 0.0 0.75 1000 500000 CHECK FILTER 789.947 49.107 7727.559 2673348 2531660 964206
8 0.0 0.8 1000 500000 CHECK FILTER 590.707 49.107 7727.559 2273416 2107346 934002
9 0.0 0.85 1000 500000 CHECK FILTER 427.982 49.107 7727.559 1907985 1728877 879744
10 0.0 0.7 1000 500000 NN FILTER 533.776 49.107 7727.559 3006749 2547 2535
11 0.0 0.75 1000 500000 NN FILTER 448.358 49.107 7727.559 2673348 2394 2382
12 0.0 0.8 1000 500000 NN FILTER 359.112 49.107 7727.559 2273416 1077 1077
13 0.0 0.85 1000 500000 NN FILTER 268.529 49.107 7727.559 1907985 1037 1037
14 0.25 0.7 1000 500000 NO FILTER 1038.225 49.107 7727.559 3006749 3006749 984756
15 0.25 0.75 1000 500000 NO FILTER 866.06 49.107 7727.559 2673348 2673348 963792
16 0.25 0.8 1000 500000 NO FILTER 693.589 49.107 7727.559 2273416 2273416 933799
17 0.25 0.85 1000 500000 NO FILTER 545.784 49.107 7727.559 1907985 1907985 878482
18 0.25 0.7 1000 500000 CHECK FILTER 975.103 49.107 7727.559 3006749 2852028 984756
19 0.25 0.75 1000 500000 CHECK FILTER 787.87 49.107 7727.559 2673348 2531660 963792
20 0.25 0.8 1000 500000 CHECK FILTER 589.608 49.107 7727.559 2273416 2107346 933799
21 0.25 0.85 1000 500000 CHECK FILTER 426.222 49.107 7727.559 1907985 1728877 878482
22 0.25 0.7 1000 500000 NN FILTER 573.448 49.107 7727.559 3006749 2544 2532
23 0.25 0.75 1000 500000 NN FILTER 483.1 49.107 7727.559 2673348 2394 2382
24 0.25 0.8 1000 500000 NN FILTER 385.999 49.107 7727.559 2273416 1077 1077
25 0.25 0.85 1000 500000 NN FILTER 288.687 49.107 7727.559 1907985 1037 1037
26 0.5 0.7 1000 500000 NO FILTER 1031.681 49.107 7727.559 3006749 3006749 975892
27 0.5 0.75 1000 500000 NO FILTER 867.694 49.107 7727.559 2673348 2673348 951793
28 0.5 0.8 1000 500000 NO FILTER 693.398 49.107 7727.559 2273416 2273416 931599
29 0.5 0.85 1000 500000 NO FILTER 546.702 49.107 7727.559 1907985 1907985 875833
30 0.5 0.7 1000 500000 CHECK FILTER 971.71 49.107 7727.559 3006749 2848668 975892
31 0.5 0.75 1000 500000 CHECK FILTER 783.145 49.107 7727.559 2673348 2529966 951793
32 0.5 0.8 1000 500000 CHECK FILTER 585.346 49.107 7727.559 2273416 2106355 931599
33 0.5 0.85 1000 500000 CHECK FILTER 424.629 49.107 7727.559 1907985 1728640 875833
34 0.5 0.7 1000 500000 NN FILTER 573.046 49.107 7727.559 3006749 2544 2532
35 0.5 0.75 1000 500000 NN FILTER 482.035 49.107 7727.559 2673348 2394 2382
36 0.5 0.8 1000 500000 NN FILTER 385.754 49.107 7727.559 2273416 1077 1077
37 0.5 0.85 1000 500000 NN FILTER 288.24 49.107 7727.559 1907985 1037 1037
38 0.75 0.7 1000 500000 NO FILTER 1032.605 49.107 7727.559 3006749 3006749 973885
39 0.75 0.75 1000 500000 NO FILTER 866.218 49.107 7727.559 2673348 2673348 949627
40 0.75 0.8 1000 500000 NO FILTER 693.19 49.107 7727.559 2273416 2273416 929232
41 0.75 0.85 1000 500000 NO FILTER 548.07 49.107 7727.559 1907985 1907985 875163
42 0.75 0.7 1000 500000 CHECK FILTER 960.003 49.107 7727.559 3006749 2838145 973885
43 0.75 0.75 1000 500000 CHECK FILTER 773.8 49.107 7727.559 2673348 2519134 949627
44 0.75 0.8 1000 500000 CHECK FILTER 577.671 49.107 7727.559 2273416 2100303 929232
45 0.75 0.85 1000 500000 CHECK FILTER 417.292 49.107 7727.559 1907985 1725354 875163
46 0.75 0.7 1000 500000 NN FILTER 544.018 49.107 7727.559 3006749 2544 2532
47 0.75 0.75 1000 500000 NN FILTER 463.915 49.107 7727.559 2673348 2394 2382
48 0.75 0.8 1000 500000 NN FILTER 378.184 49.107 7727.559 2273416 1077 1077
49 0.75 0.85 1000 500000 NN FILTER 285.8 49.107 7727.559 1907985 1040 1040

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