Table: Benchmarking of colOrderStats_X_S(), colOrderStats(X, rows, cols)() and colOrderStats(X[rows, cols])() on integer+10x10 data. The top panel shows times in milliseconds and the bottom panel shows relative times.
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
0.001679
0.0017115
0.0028944
0.001741
0.001896
0.110035
2
colOrderStats(X, rows, cols)
0.001831
0.0019415
0.0020506
0.001986
0.002089
0.003936
3
colOrderStats(X[rows, cols])
0.002197
0.0024350
0.0026608
0.002531
0.002690
0.009370
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
1.000000
1.000000
1.000000
1.000000
1.000000
1.0000000
2
colOrderStats(X, rows, cols)
1.090530
1.134385
0.708472
1.140724
1.101793
0.0357704
3
colOrderStats(X[rows, cols])
1.308517
1.422729
0.919295
1.453762
1.418776
0.0851547
Table: Benchmarking of rowOrderStats_X_S(), rowOrderStats(X, cols, rows)() and rowOrderStats(X[cols, rows])() on integer+10x10 data (transposed). The top panel shows times in milliseconds and the bottom panel shows relative times.
expr
min
lq
mean
median
uq
max
1
rowOrderStats_X_S
0.001644
0.001686
0.0018210
0.0017225
0.0019030
0.004463
2
rowOrderStats(X, cols, rows)
0.001829
0.001910
0.0031059
0.0019580
0.0021190
0.108610
3
rowOrderStats(X[cols, rows])
0.002221
0.002407
0.0026516
0.0025335
0.0027135
0.007356
expr
min
lq
mean
median
uq
max
1
rowOrderStats_X_S
1.000000
1.000000
1.000000
1.000000
1.000000
1.000000
2
rowOrderStats(X, cols, rows)
1.112530
1.132859
1.705618
1.136720
1.113505
24.335649
3
rowOrderStats(X[cols, rows])
1.350973
1.427639
1.456139
1.470827
1.425906
1.648219
Figure: Benchmarking of colOrderStats_X_S(), colOrderStats(X, rows, cols)() and colOrderStats(X[rows, cols])() on integer+10x10 data as well as rowOrderStats_X_S(), rowOrderStats(X, cols, rows)() and rowOrderStats(X[cols, rows])() on the same data transposed. Outliers are displayed as crosses. Times are in milliseconds.
Table: Benchmarking of colOrderStats_X_S() and rowOrderStats_X_S() on integer+10x10 data (original and transposed). The top panel shows times in milliseconds and the bottom panel shows relative times.
expr
min
lq
mean
median
uq
max
2
rowOrderStats_X_S
1.644
1.6860
1.82100
1.7225
1.903
4.463
1
colOrderStats_X_S
1.679
1.7115
2.89437
1.7410
1.896
110.035
expr
min
lq
mean
median
uq
max
2
rowOrderStats_X_S
1.000000
1.000000
1.00000
1.00000
1.0000000
1.00000
1
colOrderStats_X_S
1.021289
1.015125
1.58944
1.01074
0.9963216
24.65494
Figure: Benchmarking of colOrderStats_X_S() and rowOrderStats_X_S() on integer+10x10 data (original and transposed). Outliers are displayed as crosses. Times are in milliseconds.
Table: Benchmarking of colOrderStats_X_S(), colOrderStats(X, rows, cols)() and colOrderStats(X[rows, cols])() on integer+100x100 data. The top panel shows times in milliseconds and the bottom panel shows relative times.
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
0.045465
0.0464495
0.0468889
0.0468450
0.0473160
0.051183
2
colOrderStats(X, rows, cols)
0.050398
0.0515100
0.0520990
0.0518795
0.0523495
0.060443
3
colOrderStats(X[rows, cols])
0.053829
0.0549355
0.0558574
0.0553235
0.0558250
0.093930
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
1.000000
1.000000
1.000000
1.000000
1.000000
1.000000
2
colOrderStats(X, rows, cols)
1.108501
1.108946
1.111117
1.107471
1.106380
1.180919
3
colOrderStats(X[rows, cols])
1.183966
1.182693
1.191273
1.180991
1.179833
1.835180
Table: Benchmarking of rowOrderStats_X_S(), rowOrderStats(X, cols, rows)() and rowOrderStats(X[cols, rows])() on integer+100x100 data (transposed). The top panel shows times in milliseconds and the bottom panel shows relative times.
expr
min
lq
mean
median
uq
max
1
rowOrderStats_X_S
0.047157
0.0479810
0.0487817
0.0484515
0.0489790
0.057191
2
rowOrderStats(X, cols, rows)
0.050720
0.0515625
0.0525264
0.0519995
0.0523430
0.091926
3
rowOrderStats(X[cols, rows])
0.055143
0.0566260
0.0581534
0.0571055
0.0578135
0.097305
expr
min
lq
mean
median
uq
max
1
rowOrderStats_X_S
1.000000
1.000000
1.000000
1.000000
1.000000
1.000000
2
rowOrderStats(X, cols, rows)
1.075556
1.074644
1.076763
1.073228
1.068682
1.607351
3
rowOrderStats(X[cols, rows])
1.169349
1.180176
1.192115
1.178612
1.180373
1.701404
Figure: Benchmarking of colOrderStats_X_S(), colOrderStats(X, rows, cols)() and colOrderStats(X[rows, cols])() on integer+100x100 data as well as rowOrderStats_X_S(), rowOrderStats(X, cols, rows)() and rowOrderStats(X[cols, rows])() on the same data transposed. Outliers are displayed as crosses. Times are in milliseconds.
Table: Benchmarking of colOrderStats_X_S() and rowOrderStats_X_S() on integer+100x100 data (original and transposed). The top panel shows times in milliseconds and the bottom panel shows relative times.
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
45.465
46.4495
46.88887
46.8450
47.316
51.183
2
rowOrderStats_X_S
47.157
47.9810
48.78173
48.4515
48.979
57.191
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
1.000000
1.000000
1.000000
1.000000
1.000000
1.000000
2
rowOrderStats_X_S
1.037215
1.032971
1.040369
1.034294
1.035147
1.117383
Figure: Benchmarking of colOrderStats_X_S() and rowOrderStats_X_S() on integer+100x100 data (original and transposed). Outliers are displayed as crosses. Times are in milliseconds.
Table: Benchmarking of colOrderStats_X_S(), colOrderStats(X, rows, cols)() and colOrderStats(X[rows, cols])() on integer+1000x10 data. The top panel shows times in milliseconds and the bottom panel shows relative times.
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
0.040612
0.0416015
0.0422597
0.042175
0.0425080
0.053002
2
colOrderStats(X, rows, cols)
0.046201
0.0468570
0.0477479
0.047254
0.0476280
0.091428
3
colOrderStats(X[rows, cols])
0.048938
0.0500370
0.0508741
0.050405
0.0508885
0.064984
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
1.000000
1.000000
1.000000
1.000000
1.000000
1.000000
2
colOrderStats(X, rows, cols)
1.137619
1.126330
1.129867
1.120427
1.120448
1.724992
3
colOrderStats(X[rows, cols])
1.205013
1.202769
1.203843
1.195139
1.197151
1.226067
Table: Benchmarking of rowOrderStats_X_S(), rowOrderStats(X, cols, rows)() and rowOrderStats(X[cols, rows])() on integer+1000x10 data (transposed). The top panel shows times in milliseconds and the bottom panel shows relative times.
expr
min
lq
mean
median
uq
max
1
rowOrderStats_X_S
0.043081
0.0440415
0.0451259
0.044399
0.0449625
0.088380
2
rowOrderStats(X, cols, rows)
0.047081
0.0481515
0.0491258
0.048543
0.0489885
0.072370
3
rowOrderStats(X[cols, rows])
0.052782
0.0536900
0.0553989
0.054027
0.0548870
0.092495
expr
min
lq
mean
median
uq
max
1
rowOrderStats_X_S
1.000000
1.000000
1.000000
1.000000
1.000000
1.0000000
2
rowOrderStats(X, cols, rows)
1.092848
1.093321
1.088639
1.093335
1.089541
0.8188504
3
rowOrderStats(X[cols, rows])
1.225181
1.219078
1.227652
1.216852
1.220728
1.0465603
Figure: Benchmarking of colOrderStats_X_S(), colOrderStats(X, rows, cols)() and colOrderStats(X[rows, cols])() on integer+1000x10 data as well as rowOrderStats_X_S(), rowOrderStats(X, cols, rows)() and rowOrderStats(X[cols, rows])() on the same data transposed. Outliers are displayed as crosses. Times are in milliseconds.
Table: Benchmarking of colOrderStats_X_S() and rowOrderStats_X_S() on integer+1000x10 data (original and transposed). The top panel shows times in milliseconds and the bottom panel shows relative times.
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
40.612
41.6015
42.25973
42.175
42.5080
53.002
2
rowOrderStats_X_S
43.081
44.0415
45.12588
44.399
44.9625
88.380
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
1.000000
1.000000
1.000000
1.000000
1.000000
1.000000
2
rowOrderStats_X_S
1.060795
1.058652
1.067822
1.052733
1.057742
1.667484
Figure: Benchmarking of colOrderStats_X_S() and rowOrderStats_X_S() on integer+1000x10 data (original and transposed). Outliers are displayed as crosses. Times are in milliseconds.
Table: Benchmarking of colOrderStats_X_S(), colOrderStats(X, rows, cols)() and colOrderStats(X[rows, cols])() on integer+10x1000 data. The top panel shows times in milliseconds and the bottom panel shows relative times.
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
0.035543
0.0379300
0.0395150
0.0393480
0.0406585
0.047658
2
colOrderStats(X, rows, cols)
0.043625
0.0459880
0.0472274
0.0468690
0.0477795
0.089594
3
colOrderStats(X[rows, cols])
0.045421
0.0473875
0.0491550
0.0491935
0.0505995
0.060045
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
1.000000
1.000000
1.000000
1.000000
1.000000
1.000000
2
colOrderStats(X, rows, cols)
1.227386
1.212444
1.195178
1.191141
1.175142
1.879936
3
colOrderStats(X[rows, cols])
1.277917
1.249341
1.243958
1.250216
1.244500
1.259914
Table: Benchmarking of rowOrderStats_X_S(), rowOrderStats(X, cols, rows)() and rowOrderStats(X[cols, rows])() on integer+10x1000 data (transposed). The top panel shows times in milliseconds and the bottom panel shows relative times.
expr
min
lq
mean
median
uq
max
1
rowOrderStats_X_S
0.036867
0.038759
0.0406265
0.040116
0.0413585
0.088381
2
rowOrderStats(X, cols, rows)
0.042657
0.045875
0.0466163
0.046849
0.0476395
0.050586
3
rowOrderStats(X[cols, rows])
0.044834
0.047037
0.0485303
0.048292
0.0496065
0.067829
expr
min
lq
mean
median
uq
max
1
rowOrderStats_X_S
1.000000
1.000000
1.000000
1.000000
1.000000
1.0000000
2
rowOrderStats(X, cols, rows)
1.157051
1.183596
1.147435
1.167838
1.151867
0.5723628
3
rowOrderStats(X[cols, rows])
1.216101
1.213576
1.194548
1.203809
1.199427
0.7674613
Figure: Benchmarking of colOrderStats_X_S(), colOrderStats(X, rows, cols)() and colOrderStats(X[rows, cols])() on integer+10x1000 data as well as rowOrderStats_X_S(), rowOrderStats(X, cols, rows)() and rowOrderStats(X[cols, rows])() on the same data transposed. Outliers are displayed as crosses. Times are in milliseconds.
Table: Benchmarking of colOrderStats_X_S() and rowOrderStats_X_S() on integer+10x1000 data (original and transposed). The top panel shows times in milliseconds and the bottom panel shows relative times.
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
35.543
37.930
39.51499
39.348
40.6585
47.658
2
rowOrderStats_X_S
36.867
38.759
40.62648
40.116
41.3585
88.381
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
1.000000
1.000000
1.000000
1.000000
1.000000
1.000000
2
rowOrderStats_X_S
1.037251
1.021856
1.028128
1.019518
1.017217
1.854484
Figure: Benchmarking of colOrderStats_X_S() and rowOrderStats_X_S() on integer+10x1000 data (original and transposed). Outliers are displayed as crosses. Times are in milliseconds.
Table: Benchmarking of colOrderStats_X_S(), colOrderStats(X, rows, cols)() and colOrderStats(X[rows, cols])() on integer+100x1000 data. The top panel shows times in milliseconds and the bottom panel shows relative times.
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
0.511953
0.5136960
0.5164118
0.5144935
0.5156305
0.582297
2
colOrderStats(X, rows, cols)
0.553590
0.5558820
0.5663287
0.5565210
0.5574335
0.980120
3
colOrderStats(X[rows, cols])
0.584424
0.5857075
0.5918786
0.5873245
0.5894085
0.730817
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
1.000000
1.000000
1.000000
1.000000
1.000000
1.000000
2
colOrderStats(X, rows, cols)
1.081330
1.082123
1.096661
1.081687
1.081072
1.683196
3
colOrderStats(X[rows, cols])
1.141558
1.140183
1.146137
1.141559
1.143083
1.255059
Table: Benchmarking of rowOrderStats_X_S(), rowOrderStats(X, cols, rows)() and rowOrderStats(X[cols, rows])() on integer+100x1000 data (transposed). The top panel shows times in milliseconds and the bottom panel shows relative times.
expr
min
lq
mean
median
uq
max
1
rowOrderStats_X_S
0.524200
0.5264185
0.5313409
0.5273445
0.5287520
0.685987
2
rowOrderStats(X, cols, rows)
0.562353
0.5651015
0.5770728
0.5664360
0.5684105
1.222077
3
rowOrderStats(X[cols, rows])
0.588049
0.5904985
0.6012168
0.5920775
0.5935995
0.986854
expr
min
lq
mean
median
uq
max
1
rowOrderStats_X_S
1.000000
1.000000
1.000000
1.000000
1.000000
1.000000
2
rowOrderStats(X, cols, rows)
1.072783
1.073483
1.086069
1.074129
1.075004
1.781487
3
rowOrderStats(X[cols, rows])
1.121803
1.121728
1.131508
1.122753
1.122643
1.438590
Figure: Benchmarking of colOrderStats_X_S(), colOrderStats(X, rows, cols)() and colOrderStats(X[rows, cols])() on integer+100x1000 data as well as rowOrderStats_X_S(), rowOrderStats(X, cols, rows)() and rowOrderStats(X[cols, rows])() on the same data transposed. Outliers are displayed as crosses. Times are in milliseconds.
Table: Benchmarking of colOrderStats_X_S() and rowOrderStats_X_S() on integer+100x1000 data (original and transposed). The top panel shows times in milliseconds and the bottom panel shows relative times.
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
511.953
513.6960
516.4118
514.4935
515.6305
582.297
2
rowOrderStats_X_S
524.200
526.4185
531.3409
527.3445
528.7520
685.987
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
1.000000
1.000000
1.000000
1.000000
1.000000
1.000000
2
rowOrderStats_X_S
1.023922
1.024767
1.028909
1.024978
1.025448
1.178071
Figure: Benchmarking of colOrderStats_X_S() and rowOrderStats_X_S() on integer+100x1000 data (original and transposed). Outliers are displayed as crosses. Times are in milliseconds.
Table: Benchmarking of colOrderStats_X_S(), colOrderStats(X, rows, cols)() and colOrderStats(X[rows, cols])() on integer+1000x100 data. The top panel shows times in milliseconds and the bottom panel shows relative times.
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
0.468832
0.470952
0.4723511
0.4715670
0.4726180
0.509464
2
colOrderStats(X, rows, cols)
0.510461
0.511813
0.5131895
0.5126730
0.5137085
0.531828
3
colOrderStats(X[rows, cols])
0.533324
0.534661
0.5369369
0.5352865
0.5364225
0.646107
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
1.000000
1.000000
1.000000
1.000000
1.000000
1.000000
2
colOrderStats(X, rows, cols)
1.088793
1.086763
1.086458
1.087169
1.086942
1.043897
3
colOrderStats(X[rows, cols])
1.137559
1.135277
1.136733
1.135123
1.135002
1.268209
Table: Benchmarking of rowOrderStats_X_S(), rowOrderStats(X, cols, rows)() and rowOrderStats(X[cols, rows])() on integer+1000x100 data (transposed). The top panel shows times in milliseconds and the bottom panel shows relative times.
expr
min
lq
mean
median
uq
max
1
rowOrderStats_X_S
0.491882
0.4935045
0.4950448
0.4943935
0.4958175
0.520219
2
rowOrderStats(X, cols, rows)
0.526540
0.5287630
0.5295081
0.5293495
0.5302955
0.533636
3
rowOrderStats(X[cols, rows])
0.562691
0.5647765
0.5680307
0.5658485
0.5683605
0.672219
expr
min
lq
mean
median
uq
max
1
rowOrderStats_X_S
1.000000
1.000000
1.000000
1.000000
1.000000
1.000000
2
rowOrderStats(X, cols, rows)
1.070460
1.071445
1.069616
1.070705
1.069538
1.025791
3
rowOrderStats(X[cols, rows])
1.143955
1.144420
1.147433
1.144531
1.146310
1.292185
Figure: Benchmarking of colOrderStats_X_S(), colOrderStats(X, rows, cols)() and colOrderStats(X[rows, cols])() on integer+1000x100 data as well as rowOrderStats_X_S(), rowOrderStats(X, cols, rows)() and rowOrderStats(X[cols, rows])() on the same data transposed. Outliers are displayed as crosses. Times are in milliseconds.
Table: Benchmarking of colOrderStats_X_S() and rowOrderStats_X_S() on integer+1000x100 data (original and transposed). The top panel shows times in milliseconds and the bottom panel shows relative times.
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
468.832
470.9520
472.3511
471.5670
472.6180
509.464
2
rowOrderStats_X_S
491.882
493.5045
495.0448
494.3935
495.8175
520.219
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
1.000000
1.000000
1.000000
1.000000
1.000000
1.00000
2
rowOrderStats_X_S
1.049165
1.047887
1.048044
1.048406
1.049087
1.02111
Figure: Benchmarking of colOrderStats_X_S() and rowOrderStats_X_S() on integer+1000x100 data (original and transposed). Outliers are displayed as crosses. Times are in milliseconds.
Table: Benchmarking of colOrderStats_X_S(), colOrderStats(X, rows, cols)() and colOrderStats(X[rows, cols])() on double+10x10 data. The top panel shows times in milliseconds and the bottom panel shows relative times.
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
0.001858
0.0019260
0.0021853
0.0019720
0.0020450
0.018716
2
colOrderStats(X, rows, cols)
0.002082
0.0021705
0.0023088
0.0022235
0.0023195
0.005371
3
colOrderStats(X[rows, cols])
0.002534
0.0028185
0.0029899
0.0029035
0.0030220
0.008190
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
1.000000
1.000000
1.000000
1.000000
1.000000
1.0000000
2
colOrderStats(X, rows, cols)
1.120560
1.126947
1.056518
1.127536
1.134230
0.2869737
3
colOrderStats(X[rows, cols])
1.363832
1.463396
1.368193
1.472363
1.477751
0.4375935
Table: Benchmarking of rowOrderStats_X_S(), rowOrderStats(X, cols, rows)() and rowOrderStats(X[cols, rows])() on double+10x10 data (transposed). The top panel shows times in milliseconds and the bottom panel shows relative times.
expr
min
lq
mean
median
uq
max
1
rowOrderStats_X_S
0.001846
0.0018910
0.0020326
0.0019495
0.0020870
0.004615
2
rowOrderStats(X, cols, rows)
0.002075
0.0021185
0.0026252
0.0021980
0.0023625
0.038320
3
rowOrderStats(X[cols, rows])
0.002401
0.0026410
0.0028597
0.0027630
0.0028915
0.008576
expr
min
lq
mean
median
uq
max
1
rowOrderStats_X_S
1.000000
1.000000
1.000000
1.000000
1.000000
1.000000
2
rowOrderStats(X, cols, rows)
1.124052
1.120307
1.291514
1.127469
1.132008
8.303359
3
rowOrderStats(X[cols, rows])
1.300650
1.396616
1.406877
1.417286
1.385482
1.858288
Figure: Benchmarking of colOrderStats_X_S(), colOrderStats(X, rows, cols)() and colOrderStats(X[rows, cols])() on double+10x10 data as well as rowOrderStats_X_S(), rowOrderStats(X, cols, rows)() and rowOrderStats(X[cols, rows])() on the same data transposed. Outliers are displayed as crosses. Times are in milliseconds.
Table: Benchmarking of colOrderStats_X_S() and rowOrderStats_X_S() on double+10x10 data (original and transposed). The top panel shows times in milliseconds and the bottom panel shows relative times.
expr
min
lq
mean
median
uq
max
2
rowOrderStats_X_S
1.846
1.891
2.03263
1.9495
2.087
4.615
1
colOrderStats_X_S
1.858
1.926
2.18532
1.9720
2.045
18.716
expr
min
lq
mean
median
uq
max
2
rowOrderStats_X_S
1.000000
1.000000
1.000000
1.000000
1.0000000
1.000000
1
colOrderStats_X_S
1.006501
1.018509
1.075119
1.011541
0.9798754
4.055471
Figure: Benchmarking of colOrderStats_X_S() and rowOrderStats_X_S() on double+10x10 data (original and transposed). Outliers are displayed as crosses. Times are in milliseconds.
Table: Benchmarking of colOrderStats_X_S(), colOrderStats(X, rows, cols)() and colOrderStats(X[rows, cols])() on double+100x100 data. The top panel shows times in milliseconds and the bottom panel shows relative times.
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
0.077925
0.0785155
0.0787999
0.0787215
0.078998
0.082369
2
colOrderStats(X, rows, cols)
0.082524
0.0831375
0.0836289
0.0833135
0.083621
0.098135
3
colOrderStats(X[rows, cols])
0.094363
0.0947905
0.0957399
0.0949730
0.095258
0.152458
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
1.000000
1.000000
1.000000
1.000000
1.000000
1.000000
2
colOrderStats(X, rows, cols)
1.059018
1.058867
1.061282
1.058332
1.058520
1.191407
3
colOrderStats(X[rows, cols])
1.210946
1.207284
1.214975
1.206443
1.205828
1.850915
Table: Benchmarking of rowOrderStats_X_S(), rowOrderStats(X, cols, rows)() and rowOrderStats(X[cols, rows])() on double+100x100 data (transposed). The top panel shows times in milliseconds and the bottom panel shows relative times.
expr
min
lq
mean
median
uq
max
1
rowOrderStats_X_S
0.078604
0.0792060
0.0794728
0.0793895
0.0795815
0.084939
2
rowOrderStats(X, cols, rows)
0.082436
0.0829105
0.0834196
0.0832010
0.0834545
0.091404
3
rowOrderStats(X[cols, rows])
0.086782
0.0872640
0.0881903
0.0875140
0.0877785
0.126035
expr
min
lq
mean
median
uq
max
1
rowOrderStats_X_S
1.000000
1.000000
1.000000
1.000000
1.000000
1.000000
2
rowOrderStats(X, cols, rows)
1.048751
1.046770
1.049662
1.048010
1.048667
1.076113
3
rowOrderStats(X[cols, rows])
1.104040
1.101735
1.109690
1.102337
1.103001
1.483830
Figure: Benchmarking of colOrderStats_X_S(), colOrderStats(X, rows, cols)() and colOrderStats(X[rows, cols])() on double+100x100 data as well as rowOrderStats_X_S(), rowOrderStats(X, cols, rows)() and rowOrderStats(X[cols, rows])() on the same data transposed. Outliers are displayed as crosses. Times are in milliseconds.
Table: Benchmarking of colOrderStats_X_S() and rowOrderStats_X_S() on double+100x100 data (original and transposed). The top panel shows times in milliseconds and the bottom panel shows relative times.
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
77.925
78.5155
78.79991
78.7215
78.9980
82.369
2
rowOrderStats_X_S
78.604
79.2060
79.47285
79.3895
79.5815
84.939
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
1.000000
1.000000
1.00000
1.000000
1.000000
1.000000
2
rowOrderStats_X_S
1.008714
1.008794
1.00854
1.008486
1.007386
1.031201
Figure: Benchmarking of colOrderStats_X_S() and rowOrderStats_X_S() on double+100x100 data (original and transposed). Outliers are displayed as crosses. Times are in milliseconds.
Table: Benchmarking of colOrderStats_X_S(), colOrderStats(X, rows, cols)() and colOrderStats(X[rows, cols])() on double+1000x10 data. The top panel shows times in milliseconds and the bottom panel shows relative times.
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
0.072105
0.0727140
0.0733995
0.0729070
0.0732475
0.089554
2
colOrderStats(X, rows, cols)
0.077293
0.0777605
0.0786936
0.0779940
0.0782940
0.138389
3
colOrderStats(X[rows, cols])
0.088435
0.0889675
0.0895629
0.0891695
0.0894280
0.103972
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
1.000000
1.000000
1.000000
1.000000
1.000000
1.000000
2
colOrderStats(X, rows, cols)
1.071951
1.069402
1.072127
1.069774
1.068896
1.545313
3
colOrderStats(X[rows, cols])
1.226475
1.223526
1.220212
1.223058
1.220902
1.160998
Table: Benchmarking of rowOrderStats_X_S(), rowOrderStats(X, cols, rows)() and rowOrderStats(X[cols, rows])() on double+1000x10 data (transposed). The top panel shows times in milliseconds and the bottom panel shows relative times.
expr
min
lq
mean
median
uq
max
1
rowOrderStats_X_S
0.074353
0.0748150
0.0756492
0.0751230
0.0754320
0.114917
2
rowOrderStats(X, cols, rows)
0.078350
0.0789755
0.0794441
0.0792230
0.0795345
0.088957
3
rowOrderStats(X[cols, rows])
0.083684
0.0844845
0.0851351
0.0848625
0.0852920
0.092688
expr
min
lq
mean
median
uq
max
1
rowOrderStats_X_S
1.000000
1.000000
1.000000
1.000000
1.000000
1.0000000
2
rowOrderStats(X, cols, rows)
1.053757
1.055611
1.050165
1.054577
1.054387
0.7740978
3
rowOrderStats(X[cols, rows])
1.125496
1.129245
1.125394
1.129647
1.130714
0.8065647
Figure: Benchmarking of colOrderStats_X_S(), colOrderStats(X, rows, cols)() and colOrderStats(X[rows, cols])() on double+1000x10 data as well as rowOrderStats_X_S(), rowOrderStats(X, cols, rows)() and rowOrderStats(X[cols, rows])() on the same data transposed. Outliers are displayed as crosses. Times are in milliseconds.
Table: Benchmarking of colOrderStats_X_S() and rowOrderStats_X_S() on double+1000x10 data (original and transposed). The top panel shows times in milliseconds and the bottom panel shows relative times.
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
72.105
72.714
73.39946
72.907
73.2475
89.554
2
rowOrderStats_X_S
74.353
74.815
75.64915
75.123
75.4320
114.917
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
1.000000
1.000000
1.00000
1.000000
1.000000
1.000000
2
rowOrderStats_X_S
1.031177
1.028894
1.03065
1.030395
1.029824
1.283215
Figure: Benchmarking of colOrderStats_X_S() and rowOrderStats_X_S() on double+1000x10 data (original and transposed). Outliers are displayed as crosses. Times are in milliseconds.
Table: Benchmarking of colOrderStats_X_S(), colOrderStats(X, rows, cols)() and colOrderStats(X[rows, cols])() on double+10x1000 data. The top panel shows times in milliseconds and the bottom panel shows relative times.
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
0.066852
0.067833
0.0685552
0.0683925
0.0691210
0.073122
2
colOrderStats(X, rows, cols)
0.072981
0.074263
0.0750012
0.0747020
0.0751530
0.100147
3
colOrderStats(X[rows, cols])
0.077055
0.077892
0.0785175
0.0782685
0.0788555
0.084143
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
1.000000
1.000000
1.000000
1.000000
1.000000
1.000000
2
colOrderStats(X, rows, cols)
1.091680
1.094792
1.094025
1.092254
1.087267
1.369588
3
colOrderStats(X[rows, cols])
1.152621
1.148291
1.145317
1.144402
1.140833
1.150721
Table: Benchmarking of rowOrderStats_X_S(), rowOrderStats(X, cols, rows)() and rowOrderStats(X[cols, rows])() on double+10x1000 data (transposed). The top panel shows times in milliseconds and the bottom panel shows relative times.
expr
min
lq
mean
median
uq
max
1
rowOrderStats_X_S
0.067635
0.0685505
0.0697352
0.0692105
0.0698205
0.109806
2
rowOrderStats(X, cols, rows)
0.072822
0.0740610
0.0746043
0.0746665
0.0749840
0.077564
3
rowOrderStats(X[cols, rows])
0.075961
0.0768790
0.0780130
0.0774315
0.0779910
0.104113
expr
min
lq
mean
median
uq
max
1
rowOrderStats_X_S
1.000000
1.000000
1.000000
1.000000
1.000000
1.0000000
2
rowOrderStats(X, cols, rows)
1.076691
1.080386
1.069824
1.078832
1.073954
0.7063731
3
rowOrderStats(X[cols, rows])
1.123102
1.121494
1.118705
1.118783
1.117021
0.9481540
Figure: Benchmarking of colOrderStats_X_S(), colOrderStats(X, rows, cols)() and colOrderStats(X[rows, cols])() on double+10x1000 data as well as rowOrderStats_X_S(), rowOrderStats(X, cols, rows)() and rowOrderStats(X[cols, rows])() on the same data transposed. Outliers are displayed as crosses. Times are in milliseconds.
Table: Benchmarking of colOrderStats_X_S() and rowOrderStats_X_S() on double+10x1000 data (original and transposed). The top panel shows times in milliseconds and the bottom panel shows relative times.
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
66.852
67.8330
68.55525
68.3925
69.1210
73.122
2
rowOrderStats_X_S
67.635
68.5505
69.73516
69.2105
69.8205
109.806
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
1.000000
1.000000
1.000000
1.00000
1.00000
1.000000
2
rowOrderStats_X_S
1.011712
1.010577
1.017211
1.01196
1.01012
1.501682
Figure: Benchmarking of colOrderStats_X_S() and rowOrderStats_X_S() on double+10x1000 data (original and transposed). Outliers are displayed as crosses. Times are in milliseconds.
Table: Benchmarking of colOrderStats_X_S(), colOrderStats(X, rows, cols)() and colOrderStats(X[rows, cols])() on double+100x1000 data. The top panel shows times in milliseconds and the bottom panel shows relative times.
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
0.770434
0.7737435
0.7862686
0.7747015
0.7772540
1.049748
2
colOrderStats(X, rows, cols)
0.813697
0.8165185
0.8245568
0.8181240
0.8207455
1.011181
3
colOrderStats(X[rows, cols])
0.920819
0.9243660
0.9314293
0.9267720
0.9303025
1.184210
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
1.000000
1.000000
1.000000
1.000000
1.000000
1.0000000
2
colOrderStats(X, rows, cols)
1.056154
1.055283
1.048696
1.056051
1.055955
0.9632607
3
colOrderStats(X[rows, cols])
1.195195
1.194667
1.184620
1.196296
1.196909
1.1280898
Table: Benchmarking of rowOrderStats_X_S(), rowOrderStats(X, cols, rows)() and rowOrderStats(X[cols, rows])() on double+100x1000 data (transposed). The top panel shows times in milliseconds and the bottom panel shows relative times.
expr
min
lq
mean
median
uq
max
1
rowOrderStats_X_S
0.778297
0.7809520
0.7886945
0.7828105
0.7874945
0.930093
2
rowOrderStats(X, cols, rows)
0.830279
0.8324975
0.8447693
0.8343380
0.8397160
1.433900
3
rowOrderStats(X[cols, rows])
0.848244
0.8535030
0.8672251
0.8564900
0.8610175
1.026660
expr
min
lq
mean
median
uq
max
1
rowOrderStats_X_S
1.000000
1.000000
1.000000
1.000000
1.000000
1.000000
2
rowOrderStats(X, cols, rows)
1.066789
1.066003
1.071098
1.065824
1.066313
1.541674
3
rowOrderStats(X[cols, rows])
1.089872
1.092901
1.099570
1.094122
1.093363
1.103825
Figure: Benchmarking of colOrderStats_X_S(), colOrderStats(X, rows, cols)() and colOrderStats(X[rows, cols])() on double+100x1000 data as well as rowOrderStats_X_S(), rowOrderStats(X, cols, rows)() and rowOrderStats(X[cols, rows])() on the same data transposed. Outliers are displayed as crosses. Times are in milliseconds.
Table: Benchmarking of colOrderStats_X_S() and rowOrderStats_X_S() on double+100x1000 data (original and transposed). The top panel shows times in milliseconds and the bottom panel shows relative times.
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
770.434
773.7435
786.2686
774.7015
777.2540
1049.748
2
rowOrderStats_X_S
778.297
780.9520
788.6945
782.8105
787.4945
930.093
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
1.000000
1.000000
1.000000
1.000000
1.000000
1.0000000
2
rowOrderStats_X_S
1.010206
1.009316
1.003085
1.010467
1.013175
0.8860155
Figure: Benchmarking of colOrderStats_X_S() and rowOrderStats_X_S() on double+100x1000 data (original and transposed). Outliers are displayed as crosses. Times are in milliseconds.
Table: Benchmarking of colOrderStats_X_S(), colOrderStats(X, rows, cols)() and colOrderStats(X[rows, cols])() on double+1000x100 data. The top panel shows times in milliseconds and the bottom panel shows relative times.
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
0.758792
0.7602540
0.7652907
0.7610550
0.7629300
0.877707
2
colOrderStats(X, rows, cols)
0.799374
0.8007675
0.8056904
0.8018910
0.8032150
0.921177
3
colOrderStats(X[rows, cols])
0.828195
0.8329110
0.8397628
0.8339365
0.8365295
1.022333
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
1.000000
1.000000
1.000000
1.000000
1.000000
1.000000
2
colOrderStats(X, rows, cols)
1.053482
1.053289
1.052790
1.053657
1.052803
1.049527
3
colOrderStats(X[rows, cols])
1.091465
1.095569
1.097312
1.095764
1.096469
1.164777
Table: Benchmarking of rowOrderStats_X_S(), rowOrderStats(X, cols, rows)() and rowOrderStats(X[cols, rows])() on double+1000x100 data (transposed). The top panel shows times in milliseconds and the bottom panel shows relative times.
expr
min
lq
mean
median
uq
max
1
rowOrderStats_X_S
0.781644
0.7833675
0.7925041
0.7850245
0.7877940
0.915818
2
rowOrderStats(X, cols, rows)
0.826801
0.8288840
0.8411113
0.8307185
0.8351465
1.166112
3
rowOrderStats(X[cols, rows])
0.859268
0.8636510
0.8827061
0.8655500
0.8711405
1.611106
expr
min
lq
mean
median
uq
max
1
rowOrderStats_X_S
1.000000
1.000000
1.000000
1.000000
1.000000
1.000000
2
rowOrderStats(X, cols, rows)
1.057772
1.058104
1.061334
1.058207
1.060108
1.273301
3
rowOrderStats(X[cols, rows])
1.099309
1.102485
1.113819
1.102577
1.105797
1.759199
Figure: Benchmarking of colOrderStats_X_S(), colOrderStats(X, rows, cols)() and colOrderStats(X[rows, cols])() on double+1000x100 data as well as rowOrderStats_X_S(), rowOrderStats(X, cols, rows)() and rowOrderStats(X[cols, rows])() on the same data transposed. Outliers are displayed as crosses. Times are in milliseconds.
Table: Benchmarking of colOrderStats_X_S() and rowOrderStats_X_S() on double+1000x100 data (original and transposed). The top panel shows times in milliseconds and the bottom panel shows relative times.
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
758.792
760.2540
765.2907
761.0550
762.930
877.707
2
rowOrderStats_X_S
781.644
783.3675
792.5041
785.0245
787.794
915.818
expr
min
lq
mean
median
uq
max
1
colOrderStats_X_S
1.000000
1.000000
1.00000
1.000000
1.00000
1.000000
2
rowOrderStats_X_S
1.030116
1.030402
1.03556
1.031495
1.03259
1.043421
Figure: Benchmarking of colOrderStats_X_S() and rowOrderStats_X_S() on double+1000x100 data (original and transposed). Outliers are displayed as crosses. Times are in milliseconds.