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nmslib/previous_releases_scripts/vldb2015/ResultsKLDivGenRQ/wikipedia_lda128/res_K=10.rep
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=================================== | |
small_world_rand | |
NN=21,initIndexAttempts=3,indexThreadQty=4,initSearchAttempts=1 | |
=================================== | |
# of points: 2134784 | |
# of queries: 200 | |
------------------------------------ | |
Recall: 0.649 -> [0.649 0.649] | |
PrecisionOfApprox: 0.692 -> [0.692 0.692] | |
ClassAccuracy: 0 -> [0 0] | |
RelPosError: 1.96 -> [1.96 1.96] | |
NumCloser: 35.98 -> [35.98 35.98] | |
------------------------------------ | |
QueryTime: 2.01 -> [1.74 2.28] | |
DistComp: 2056.87 -> [1789.46 2324.28] | |
------------------------------------ | |
ImprEfficiency: 108.31 -> [108.31 108.31] | |
ImprDistComp: 1037.88 -> [1037.88 1037.88] | |
------------------------------------ | |
Memory Usage: 3429.44 MB | |
------------------------------------ | |
=================================== | |
small_world_rand | |
NN=21,initIndexAttempts=3,indexThreadQty=4,initSearchAttempts=2 | |
=================================== | |
# of points: 2134784 | |
# of queries: 200 | |
------------------------------------ | |
Recall: 0.737 -> [0.737 0.737] | |
PrecisionOfApprox: 0.787 -> [0.787 0.787] | |
ClassAccuracy: 0 -> [0 0] | |
RelPosError: 1.39 -> [1.39 1.39] | |
NumCloser: 0.5 -> [0.5 0.5] | |
------------------------------------ | |
QueryTime: 3.17 -> [2.91 3.43] | |
DistComp: 3204.35 -> [2947.11 3461.59] | |
------------------------------------ | |
ImprEfficiency: 68.85 -> [68.85 68.85] | |
ImprDistComp: 666.21 -> [666.21 666.21] | |
------------------------------------ | |
Memory Usage: 2084.75 MB | |
------------------------------------ | |
=================================== | |
small_world_rand | |
NN=21,initIndexAttempts=3,indexThreadQty=4,initSearchAttempts=3 | |
=================================== | |
# of points: 2134784 | |
# of queries: 200 | |
------------------------------------ | |
Recall: 0.766 -> [0.766 0.766] | |
PrecisionOfApprox: 0.812 -> [0.812 0.812] | |
ClassAccuracy: 0 -> [0 0] | |
RelPosError: 1.33 -> [1.33 1.33] | |
NumCloser: 0.28 -> [0.28 0.28] | |
------------------------------------ | |
QueryTime: 5.03 -> [4.6 5.45] | |
DistComp: 4988.04 -> [4572.27 5403.81] | |
------------------------------------ | |
ImprEfficiency: 43.38 -> [43.38 43.38] | |
ImprDistComp: 427.98 -> [427.98 427.98] | |
------------------------------------ | |
Memory Usage: 2084.75 MB | |
------------------------------------ | |
=================================== | |
small_world_rand | |
NN=21,initIndexAttempts=3,indexThreadQty=4,initSearchAttempts=4 | |
=================================== | |
# of points: 2134784 | |
# of queries: 200 | |
------------------------------------ | |
Recall: 0.804 -> [0.804 0.804] | |
PrecisionOfApprox: 0.845 -> [0.845 0.845] | |
ClassAccuracy: 0 -> [0 0] | |
RelPosError: 1.24 -> [1.24 1.24] | |
NumCloser: 0.33 -> [0.33 0.33] | |
------------------------------------ | |
QueryTime: 6.45 -> [5.97 6.92] | |
DistComp: 6319.06 -> [5861.43 6776.69] | |
------------------------------------ | |
ImprEfficiency: 33.8 -> [33.8 33.8] | |
ImprDistComp: 337.83 -> [337.83 337.83] | |
------------------------------------ | |
Memory Usage: 2084.75 MB | |
------------------------------------ | |
=================================== | |
small_world_rand | |
NN=21,initIndexAttempts=3,indexThreadQty=4,initSearchAttempts=5 | |
=================================== | |
# of points: 2134784 | |
# of queries: 200 | |
------------------------------------ | |
Recall: 0.821 -> [0.821 0.821] | |
PrecisionOfApprox: 0.862 -> [0.862 0.862] | |
ClassAccuracy: 0 -> [0 0] | |
RelPosError: 1.21 -> [1.21 1.21] | |
NumCloser: 0.14 -> [0.14 0.14] | |
------------------------------------ | |
QueryTime: 7.94 -> [7.43 8.46] | |
DistComp: 7689.25 -> [7197.13 8181.36] | |
------------------------------------ | |
ImprEfficiency: 27.46 -> [27.46 27.46] | |
ImprDistComp: 277.63 -> [277.63 277.63] | |
------------------------------------ | |
Memory Usage: 2084.75 MB | |
------------------------------------ | |
=================================== | |
small_world_rand | |
NN=21,initIndexAttempts=3,indexThreadQty=4,initSearchAttempts=6 | |
=================================== | |
# of points: 2134784 | |
# of queries: 200 | |
------------------------------------ | |
Recall: 0.832 -> [0.832 0.832] | |
PrecisionOfApprox: 0.874 -> [0.874 0.874] | |
ClassAccuracy: 0 -> [0 0] | |
RelPosError: 1.19 -> [1.19 1.19] | |
NumCloser: 0.15 -> [0.15 0.15] | |
------------------------------------ | |
QueryTime: 9.53 -> [9.03 10.03] | |
DistComp: 9153.06 -> [8679.04 9627.08] | |
------------------------------------ | |
ImprEfficiency: 22.87 -> [22.87 22.87] | |
ImprDistComp: 233.23 -> [233.23 233.23] | |
------------------------------------ | |
Memory Usage: 2084.75 MB | |
------------------------------------ | |
=================================== | |
small_world_rand | |
NN=21,initIndexAttempts=3,indexThreadQty=4,initSearchAttempts=7 | |
=================================== | |
# of points: 2134784 | |
# of queries: 200 | |
------------------------------------ | |
Recall: 0.839 -> [0.839 0.839] | |
PrecisionOfApprox: 0.88 -> [0.88 0.88] | |
ClassAccuracy: 0 -> [0 0] | |
RelPosError: 1.17 -> [1.17 1.17] | |
NumCloser: 0.19 -> [0.19 0.19] | |
------------------------------------ | |
QueryTime: 11.15 -> [10.48 11.81] | |
DistComp: 10589.3 -> [9977.57 11201] | |
------------------------------------ | |
ImprEfficiency: 19.55 -> [19.55 19.55] | |
ImprDistComp: 201.6 -> [201.6 201.6] | |
------------------------------------ | |
Memory Usage: 2084.75 MB | |
------------------------------------ | |
=================================== | |
small_world_rand | |
NN=21,initIndexAttempts=3,indexThreadQty=4,initSearchAttempts=8 | |
=================================== | |
# of points: 2134784 | |
# of queries: 200 | |
------------------------------------ | |
Recall: 0.837 -> [0.837 0.837] | |
PrecisionOfApprox: 0.876 -> [0.876 0.876] | |
ClassAccuracy: 0 -> [0 0] | |
RelPosError: 1.19 -> [1.19 1.19] | |
NumCloser: 1.03 -> [1.03 1.03] | |
------------------------------------ | |
QueryTime: 12.39 -> [11.78 12.99] | |
DistComp: 11687 -> [11130.6 12243.3] | |
------------------------------------ | |
ImprEfficiency: 17.61 -> [17.61 17.61] | |
ImprDistComp: 182.66 -> [182.66 182.66] | |
------------------------------------ | |
Memory Usage: 2084.75 MB | |
------------------------------------ | |
=================================== | |
small_world_rand | |
NN=21,initIndexAttempts=3,indexThreadQty=4,initSearchAttempts=9 | |
=================================== | |
# of points: 2134784 | |
# of queries: 200 | |
------------------------------------ | |
Recall: 0.845 -> [0.845 0.845] | |
PrecisionOfApprox: 0.879 -> [0.879 0.879] | |
ClassAccuracy: 0 -> [0 0] | |
RelPosError: 1.17 -> [1.17 1.17] | |
NumCloser: 0.17 -> [0.17 0.17] | |
------------------------------------ | |
QueryTime: 14.24 -> [13.52 14.95] | |
DistComp: 13326.1 -> [12673.8 13978.4] | |
------------------------------------ | |
ImprEfficiency: 15.32 -> [15.32 15.32] | |
ImprDistComp: 160.2 -> [160.2 160.2] | |
------------------------------------ | |
Memory Usage: 2084.75 MB | |
------------------------------------ | |
=================================== | |
small_world_rand | |
NN=21,initIndexAttempts=3,indexThreadQty=4,initSearchAttempts=10 | |
=================================== | |
# of points: 2134784 | |
# of queries: 200 | |
------------------------------------ | |
Recall: 0.855 -> [0.855 0.855] | |
PrecisionOfApprox: 0.892 -> [0.892 0.892] | |
ClassAccuracy: 0 -> [0 0] | |
RelPosError: 1.15 -> [1.15 1.15] | |
NumCloser: 0.21 -> [0.21 0.21] | |
------------------------------------ | |
QueryTime: 15.72 -> [14.92 16.52] | |
DistComp: 14602.2 -> [13891 15313.4] | |
------------------------------------ | |
ImprEfficiency: 13.87 -> [13.87 13.87] | |
ImprDistComp: 146.2 -> [146.2 146.2] | |
------------------------------------ | |
Memory Usage: 2084.75 MB | |
------------------------------------ | |
=================================== | |
small_world_rand | |
NN=21,initIndexAttempts=3,indexThreadQty=4,initSearchAttempts=15 | |
=================================== | |
# of points: 2134784 | |
# of queries: 200 | |
------------------------------------ | |
Recall: 0.864 -> [0.864 0.864] | |
PrecisionOfApprox: 0.898 -> [0.898 0.898] | |
ClassAccuracy: 0 -> [0 0] | |
RelPosError: 1.14 -> [1.14 1.14] | |
NumCloser: 0.18 -> [0.18 0.18] | |
------------------------------------ | |
QueryTime: 22.65 -> [21.73 23.57] | |
DistComp: 20424.5 -> [19640 21209] | |
------------------------------------ | |
ImprEfficiency: 9.63 -> [9.63 9.63] | |
ImprDistComp: 104.52 -> [104.52 104.52] | |
------------------------------------ | |
Memory Usage: 2084.75 MB | |
------------------------------------ | |
=================================== | |
small_world_rand | |
NN=21,initIndexAttempts=3,indexThreadQty=4,initSearchAttempts=20 | |
=================================== | |
# of points: 2134784 | |
# of queries: 200 | |
------------------------------------ | |
Recall: 0.878 -> [0.878 0.878] | |
PrecisionOfApprox: 0.91 -> [0.91 0.91] | |
ClassAccuracy: 0 -> [0 0] | |
RelPosError: 1.12 -> [1.12 1.12] | |
NumCloser: 0.14 -> [0.14 0.14] | |
------------------------------------ | |
QueryTime: 30.01 -> [28.87 31.16] | |
DistComp: 26254.2 -> [25309 27199.4] | |
------------------------------------ | |
ImprEfficiency: 7.27 -> [7.27 7.27] | |
ImprDistComp: 81.31 -> [81.31 81.31] | |
------------------------------------ | |
Memory Usage: 2084.75 MB | |
------------------------------------ | |
=================================== | |
small_world_rand | |
NN=21,initIndexAttempts=3,indexThreadQty=4,initSearchAttempts=25 | |
=================================== | |
# of points: 2134784 | |
# of queries: 200 | |
------------------------------------ | |
Recall: 0.893 -> [0.893 0.893] | |
PrecisionOfApprox: 0.927 -> [0.927 0.927] | |
ClassAccuracy: 0 -> [0 0] | |
RelPosError: 1.09 -> [1.09 1.09] | |
NumCloser: 0.07 -> [0.07 0.07] | |
------------------------------------ | |
QueryTime: 37.2 -> [35.91 38.49] | |
DistComp: 31764.3 -> [30747.8 32780.8] | |
------------------------------------ | |
ImprEfficiency: 5.86 -> [5.86 5.86] | |
ImprDistComp: 67.21 -> [67.21 67.21] | |
------------------------------------ | |
Memory Usage: 2084.75 MB | |
------------------------------------ | |
=================================== | |
small_world_rand | |
NN=21,initIndexAttempts=3,indexThreadQty=4,initSearchAttempts=30 | |
=================================== | |
# of points: 2134784 | |
# of queries: 200 | |
------------------------------------ | |
Recall: 0.888 -> [0.888 0.888] | |
PrecisionOfApprox: 0.922 -> [0.922 0.922] | |
ClassAccuracy: 0 -> [0 0] | |
RelPosError: 1.1 -> [1.1 1.1] | |
NumCloser: 0.05 -> [0.05 0.05] | |
------------------------------------ | |
QueryTime: 43.97 -> [42.56 45.38] | |
DistComp: 36704.8 -> [35618.8 37790.8] | |
------------------------------------ | |
ImprEfficiency: 4.96 -> [4.96 4.96] | |
ImprDistComp: 58.16 -> [58.16 58.16] | |
------------------------------------ | |
Memory Usage: 2084.75 MB | |
------------------------------------ | |
=================================== | |
small_world_rand | |
NN=21,initIndexAttempts=3,indexThreadQty=4,initSearchAttempts=35 | |
=================================== | |
# of points: 2134784 | |
# of queries: 200 | |
------------------------------------ | |
Recall: 0.903 -> [0.903 0.903] | |
PrecisionOfApprox: 0.931 -> [0.931 0.931] | |
ClassAccuracy: 0 -> [0 0] | |
RelPosError: 1.09 -> [1.09 1.09] | |
NumCloser: 0.09 -> [0.09 0.09] | |
------------------------------------ | |
QueryTime: 52.06 -> [50.31 53.82] | |
DistComp: 42423.1 -> [41108.5 43737.7] | |
------------------------------------ | |
ImprEfficiency: 4.19 -> [4.19 4.19] | |
ImprDistComp: 50.32 -> [50.32 50.32] | |
------------------------------------ | |
Memory Usage: 2084.75 MB | |
------------------------------------ | |
=================================== | |
small_world_rand | |
NN=21,initIndexAttempts=3,indexThreadQty=4,initSearchAttempts=40 | |
=================================== | |
# of points: 2134784 | |
# of queries: 200 | |
------------------------------------ | |
Recall: 0.907 -> [0.907 0.907] | |
PrecisionOfApprox: 0.931 -> [0.931 0.931] | |
ClassAccuracy: 0 -> [0 0] | |
RelPosError: 1.09 -> [1.09 1.09] | |
NumCloser: 0.08 -> [0.08 0.08] | |
------------------------------------ | |
QueryTime: 60.06 -> [58.07 62.06] | |
DistComp: 48139 -> [46654.4 49623.6] | |
------------------------------------ | |
ImprEfficiency: 3.63 -> [3.63 3.63] | |
ImprDistComp: 44.35 -> [44.35 44.35] | |
------------------------------------ | |
Memory Usage: 2084.75 MB | |
------------------------------------ | |
=================================== | |
small_world_rand | |
NN=21,initIndexAttempts=3,indexThreadQty=4,initSearchAttempts=50 | |
=================================== | |
# of points: 2134784 | |
# of queries: 200 | |
------------------------------------ | |
Recall: 0.911 -> [0.911 0.911] | |
PrecisionOfApprox: 0.939 -> [0.939 0.939] | |
ClassAccuracy: 0 -> [0 0] | |
RelPosError: 1.08 -> [1.08 1.08] | |
NumCloser: 0.07 -> [0.07 0.07] | |
------------------------------------ | |
QueryTime: 73.05 -> [70.89 75.21] | |
DistComp: 56911.1 -> [55398.8 58423.4] | |
------------------------------------ | |
ImprEfficiency: 2.99 -> [2.99 2.99] | |
ImprDistComp: 37.51 -> [37.51 37.51] | |
------------------------------------ | |
Memory Usage: 2084.75 MB | |
------------------------------------ | |
=================================== | |
small_world_rand | |
NN=21,initIndexAttempts=3,indexThreadQty=4,initSearchAttempts=60 | |
=================================== | |
# of points: 2134784 | |
# of queries: 200 | |
------------------------------------ | |
Recall: 0.914 -> [0.914 0.914] | |
PrecisionOfApprox: 0.937 -> [0.937 0.937] | |
ClassAccuracy: 0 -> [0 0] | |
RelPosError: 1.08 -> [1.08 1.08] | |
NumCloser: 0.08 -> [0.08 0.08] | |
------------------------------------ | |
QueryTime: 88.73 -> [86.15 91.32] | |
DistComp: 67079.8 -> [65386.4 68773.1] | |
------------------------------------ | |
ImprEfficiency: 2.46 -> [2.46 2.46] | |
ImprDistComp: 31.82 -> [31.82 31.82] | |
------------------------------------ | |
Memory Usage: 2084.75 MB | |
------------------------------------ | |
=================================== | |
small_world_rand | |
NN=21,initIndexAttempts=3,indexThreadQty=4,initSearchAttempts=70 | |
=================================== | |
# of points: 2134784 | |
# of queries: 200 | |
------------------------------------ | |
Recall: 0.92 -> [0.92 0.92] | |
PrecisionOfApprox: 0.94 -> [0.94 0.94] | |
ClassAccuracy: 0 -> [0 0] | |
RelPosError: 1.07 -> [1.07 1.07] | |
NumCloser: 0.08 -> [0.08 0.08] | |
------------------------------------ | |
QueryTime: 103.12 -> [100.21 106.04] | |
DistComp: 75685.2 -> [73808.9 77561.6] | |
------------------------------------ | |
ImprEfficiency: 2.12 -> [2.12 2.12] | |
ImprDistComp: 28.21 -> [28.21 28.21] | |
------------------------------------ | |
Memory Usage: 2084.75 MB | |
------------------------------------ | |
=================================== | |
vptree: polynomial pruner | |
bucketSize=50,alphaLeft=0.162105,alphaRight=0.129128,expLeft=2,expRight=2 | |
=================================== | |
# of points: 2134784 | |
# of queries: 200 | |
------------------------------------ | |
Recall: 0.964 -> [0.964 0.964] | |
PrecisionOfApprox: 0.979 -> [0.979 0.979] | |
ClassAccuracy: 0 -> [0 0] | |
RelPosError: 1.02 -> [1.02 1.02] | |
NumCloser: 0.01 -> [0.01 0.01] | |
------------------------------------ | |
QueryTime: 27.31 -> [24.48 30.15] | |
DistComp: 198339 -> [177138 219541] | |
------------------------------------ | |
ImprEfficiency: 8 -> [8 8] | |
ImprDistComp: 10.76 -> [10.76 10.76] | |
------------------------------------ | |
Memory Usage: 4327.25 MB | |
------------------------------------ | |
=================================== | |
vptree: polynomial pruner | |
bucketSize=50,alphaLeft=0.231747,alphaRight=0.196998,expLeft=2,expRight=2 | |
=================================== | |
# of points: 2134784 | |
# of queries: 200 | |
------------------------------------ | |
Recall: 0.926 -> [0.926 0.926] | |
PrecisionOfApprox: 0.95 -> [0.95 0.95] | |
ClassAccuracy: 0 -> [0 0] | |
RelPosError: 1.06 -> [1.06 1.06] | |
NumCloser: 0.04 -> [0.04 0.04] | |
------------------------------------ | |
QueryTime: 20.15 -> [18 22.3] | |
DistComp: 144461 -> [128587 160335] | |
------------------------------------ | |
ImprEfficiency: 10.85 -> [10.85 10.85] | |
ImprDistComp: 14.78 -> [14.78 14.78] | |
------------------------------------ | |
Memory Usage: 2084.75 MB | |
------------------------------------ | |
=================================== | |
vptree: polynomial pruner | |
bucketSize=50,alphaLeft=0.290931,alphaRight=0.353553,expLeft=2,expRight=2 | |
=================================== | |
# of points: 2134784 | |
# of queries: 200 | |
------------------------------------ | |
Recall: 0.877 -> [0.877 0.877] | |
PrecisionOfApprox: 0.91 -> [0.91 0.91] | |
ClassAccuracy: 0 -> [0 0] | |
RelPosError: 1.12 -> [1.12 1.12] | |
NumCloser: 0.08 -> [0.08 0.08] | |
------------------------------------ | |
QueryTime: 14.82 -> [13.23 16.42] | |
DistComp: 104961 -> [93306.9 116615] | |
------------------------------------ | |
ImprEfficiency: 14.75 -> [14.75 14.75] | |
ImprDistComp: 20.34 -> [20.34 20.34] | |
------------------------------------ | |
Memory Usage: 2084.75 MB | |
------------------------------------ | |
=================================== | |
vptree: polynomial pruner | |
bucketSize=50,alphaLeft=0.655481,alphaRight=0.377291,expLeft=2,expRight=2 | |
=================================== | |
# of points: 2134784 | |
# of queries: 200 | |
------------------------------------ | |
Recall: 0.824 -> [0.824 0.824] | |
PrecisionOfApprox: 0.865 -> [0.865 0.865] | |
ClassAccuracy: 0 -> [0 0] | |
RelPosError: 1.18 -> [1.18 1.18] | |
NumCloser: 0.14 -> [0.14 0.14] | |
------------------------------------ | |
QueryTime: 10.36 -> [9.38 11.35] | |
DistComp: 72087.9 -> [65037.7 79138] | |
------------------------------------ | |
ImprEfficiency: 21.09 -> [21.09 21.09] | |
ImprDistComp: 29.61 -> [29.61 29.61] | |
------------------------------------ | |
Memory Usage: 2084.75 MB | |
------------------------------------ | |
=================================== | |
vptree: polynomial pruner | |
bucketSize=50,alphaLeft=0.429655,alphaRight=0.634525,expLeft=2,expRight=2 | |
=================================== | |
# of points: 2134784 | |
# of queries: 200 | |
------------------------------------ | |
Recall: 0.788 -> [0.788 0.788] | |
PrecisionOfApprox: 0.836 -> [0.836 0.836] | |
ClassAccuracy: 0 -> [0 0] | |
RelPosError: 1.24 -> [1.24 1.24] | |
NumCloser: 0.25 -> [0.25 0.25] | |
------------------------------------ | |
QueryTime: 10.08 -> [9.07 11.1] | |
DistComp: 70146.1 -> [62860.7 77431.4] | |
------------------------------------ | |
ImprEfficiency: 21.68 -> [21.68 21.68] | |
ImprDistComp: 30.43 -> [30.43 30.43] | |
------------------------------------ | |
Memory Usage: 2084.75 MB | |
------------------------------------ | |
=================================== | |
vptree: polynomial pruner | |
bucketSize=50,alphaLeft=0.677128,alphaRight=1,expLeft=2,expRight=2 | |
=================================== | |
# of points: 2134784 | |
# of queries: 200 | |
------------------------------------ | |
Recall: 0.696 -> [0.696 0.696] | |
PrecisionOfApprox: 0.755 -> [0.755 0.755] | |
ClassAccuracy: 0 -> [0 0] | |
RelPosError: 1.4 -> [1.4 1.4] | |
NumCloser: 0.41 -> [0.41 0.41] | |
------------------------------------ | |
QueryTime: 7.09 -> [6.37 7.8] | |
DistComp: 48484.4 -> [43457.3 53511.5] | |
------------------------------------ | |
ImprEfficiency: 30.84 -> [30.84 30.84] | |
ImprDistComp: 44.03 -> [44.03 44.03] | |
------------------------------------ | |
Memory Usage: 2084.75 MB | |
------------------------------------ | |
=================================== | |
permutation (inverted index over neighboring pivots) | |
numPivot=2000,numPivotIndex=32,numPivotSearch=5,indexThreadQty=4,useSort=0,dbScanFrac=0 | |
=================================== | |
# of points: 2134784 | |
# of queries: 200 | |
------------------------------------ | |
Recall: 0.987 -> [0.987 0.987] | |
PrecisionOfApprox: 0.99 -> [0.99 0.99] | |
ClassAccuracy: 0 -> [0 0] | |
RelPosError: 1.01 -> [1.01 1.01] | |
NumCloser: 0.01 -> [0.01 0.01] | |
------------------------------------ | |
QueryTime: 35.26 -> [33.75 36.77] | |
DistComp: 86580.1 -> [81321.9 91838.2] | |
------------------------------------ | |
ImprEfficiency: 6.2 -> [6.2 6.2] | |
ImprDistComp: 24.66 -> [24.66 24.66] | |
------------------------------------ | |
Memory Usage: 2628.9 MB | |
------------------------------------ | |
=================================== | |
permutation (inverted index over neighboring pivots) | |
numPivot=2000,numPivotIndex=32,numPivotSearch=8,indexThreadQty=4,useSort=0,dbScanFrac=0 | |
=================================== | |
# of points: 2134784 | |
# of queries: 200 | |
------------------------------------ | |
Recall: 0.963 -> [0.963 0.963] | |
PrecisionOfApprox: 0.971 -> [0.971 0.971] | |
ClassAccuracy: 0 -> [0 0] | |
RelPosError: 1.04 -> [1.04 1.04] | |
NumCloser: 0.03 -> [0.03 0.03] | |
------------------------------------ | |
QueryTime: 24.23 -> [22.88 25.59] | |
DistComp: 51184.8 -> [47173.4 55196.2] | |
------------------------------------ | |
ImprEfficiency: 9.02 -> [9.02 9.02] | |
ImprDistComp: 41.71 -> [41.71 41.71] | |
------------------------------------ | |
Memory Usage: 2084.75 MB | |
------------------------------------ | |
=================================== | |
permutation (inverted index over neighboring pivots) | |
numPivot=2000,numPivotIndex=32,numPivotSearch=11,indexThreadQty=4,useSort=0,dbScanFrac=0 | |
=================================== | |
# of points: 2134784 | |
# of queries: 200 | |
------------------------------------ | |
Recall: 0.931 -> [0.931 0.931] | |
PrecisionOfApprox: 0.946 -> [0.946 0.946] | |
ClassAccuracy: 0 -> [0 0] | |
RelPosError: 1.08 -> [1.08 1.08] | |
NumCloser: 0.11 -> [0.11 0.11] | |
------------------------------------ | |
QueryTime: 18.35 -> [17.25 19.44] | |
DistComp: 34241.8 -> [31327.1 37156.6] | |
------------------------------------ | |
ImprEfficiency: 11.92 -> [11.92 11.92] | |
ImprDistComp: 62.34 -> [62.34 62.34] | |
------------------------------------ | |
Memory Usage: 2084.75 MB | |
------------------------------------ | |
=================================== | |
permutation (inverted index over neighboring pivots) | |
numPivot=2000,numPivotIndex=32,numPivotSearch=14,indexThreadQty=4,useSort=0,dbScanFrac=0 | |
=================================== | |
# of points: 2134784 | |
# of queries: 200 | |
------------------------------------ | |
Recall: 0.882 -> [0.882 0.882] | |
PrecisionOfApprox: 0.908 -> [0.908 0.908] | |
ClassAccuracy: 0 -> [0 0] | |
RelPosError: 1.15 -> [1.15 1.15] | |
NumCloser: 0.24 -> [0.24 0.24] | |
------------------------------------ | |
QueryTime: 14.2 -> [13.34 15.05] | |
DistComp: 23322.2 -> [21118.3 25526.2] | |
------------------------------------ | |
ImprEfficiency: 15.4 -> [15.4 15.4] | |
ImprDistComp: 91.53 -> [91.53 91.53] | |
------------------------------------ | |
Memory Usage: 2084.75 MB | |
------------------------------------ | |
=================================== | |
permutation (inverted index over neighboring pivots) | |
numPivot=2000,numPivotIndex=32,numPivotSearch=17,indexThreadQty=4,useSort=0,dbScanFrac=0 | |
=================================== | |
# of points: 2134784 | |
# of queries: 200 | |
------------------------------------ | |
Recall: 0.804 -> [0.804 0.804] | |
PrecisionOfApprox: 0.839 -> [0.839 0.839] | |
ClassAccuracy: 0 -> [0 0] | |
RelPosError: 1.3 -> [1.3 1.3] | |
NumCloser: 0.51 -> [0.51 0.51] | |
------------------------------------ | |
QueryTime: 11.21 -> [10.56 11.87] | |
DistComp: 15910.4 -> [14243.2 17577.6] | |
------------------------------------ | |
ImprEfficiency: 19.49 -> [19.49 19.49] | |
ImprDistComp: 134.18 -> [134.18 134.18] | |
------------------------------------ | |
Memory Usage: 2084.75 MB | |
------------------------------------ | |
=================================== | |
permutation (inverted index over neighboring pivots) | |
numPivot=2000,numPivotIndex=32,numPivotSearch=20,indexThreadQty=4,useSort=0,dbScanFrac=0 | |
=================================== | |
# of points: 2134784 | |
# of queries: 200 | |
------------------------------------ | |
Recall: 0.71 -> [0.71 0.71] | |
PrecisionOfApprox: 0.753 -> [0.753 0.753] | |
ClassAccuracy: 0 -> [0 0] | |
RelPosError: 1.58 -> [1.58 1.58] | |
NumCloser: 0.74 -> [0.74 0.74] | |
------------------------------------ | |
QueryTime: 8.88 -> [8.41 9.35] | |
DistComp: 10353 -> [9174.15 11531.9] | |
------------------------------------ | |
ImprEfficiency: 24.62 -> [24.62 24.62] | |
ImprDistComp: 206.2 -> [206.2 206.2] | |
------------------------------------ | |
Memory Usage: 2084.75 MB | |
------------------------------------ |