Retrieve both sample information and features
Usage
combined_data(object, ...)
# S4 method for class 'SummarizedExperiment'
combined_data(object, assay.type = NULL)Arguments
- object
a
MetaboSetobject- ...
additional arguments passed to methods
- assay.type
character, assay to be used in case of multiple assays
Examples
data(example_set)
combined_data(example_set)
#> Sample_ID Injection_order Subject_ID Group QC Time Batch
#> Demo_1 Demo_1 1 QC QC QC QC 1
#> Demo_2 Demo_2 2 2 B Sample 1 1
#> Demo_3 Demo_3 3 3 B Sample 1 1
#> Demo_4 Demo_4 4 4 B Sample 1 1
#> Demo_5 Demo_5 5 5 A Sample 1 1
#> Demo_6 Demo_6 6 6 B Sample 1 1
#> Demo_7 Demo_7 7 QC QC QC QC 1
#> Demo_8 Demo_8 8 8 B Sample 1 1
#> Demo_9 Demo_9 9 9 A Sample 1 1
#> Demo_10 Demo_10 10 10 B Sample 1 1
#> Demo_11 Demo_11 11 11 A Sample 1 1
#> Demo_12 Demo_12 12 12 A Sample 1 1
#> Demo_13 Demo_13 13 QC QC QC QC 1
#> Demo_14 Demo_14 14 14 B Sample 1 1
#> Demo_15 Demo_15 15 15 B Sample 1 1
#> Demo_16 Demo_16 16 16 A Sample 1 1
#> Demo_17 Demo_17 17 17 A Sample 1 1
#> Demo_18 Demo_18 18 18 B Sample 1 1
#> Demo_19 Demo_19 19 QC QC QC QC 1
#> Demo_20 Demo_20 20 20 A Sample 1 1
#> Demo_21 Demo_21 21 21 A Sample 1 1
#> Demo_22 Demo_22 22 22 A Sample 1 1
#> Demo_23 Demo_23 23 23 B Sample 1 1
#> Demo_24 Demo_24 24 24 A Sample 1 1
#> Demo_25 Demo_25 25 QC QC QC QC 1
#> Demo_26 Demo_26 26 QC QC QC QC 2
#> Demo_27 Demo_27 27 2 B Sample 2 2
#> Demo_28 Demo_28 28 3 B Sample 2 2
#> Demo_29 Demo_29 29 4 B Sample 2 2
#> Demo_30 Demo_30 30 5 A Sample 2 2
#> Demo_31 Demo_31 31 6 B Sample 2 2
#> Demo_32 Demo_32 32 QC QC QC QC 2
#> Demo_33 Demo_33 33 8 B Sample 2 2
#> Demo_34 Demo_34 34 9 A Sample 2 2
#> Demo_35 Demo_35 35 10 B Sample 2 2
#> Demo_36 Demo_36 36 11 A Sample 2 2
#> Demo_37 Demo_37 37 12 A Sample 2 2
#> Demo_38 Demo_38 38 QC QC QC QC 2
#> Demo_39 Demo_39 39 14 B Sample 2 2
#> Demo_40 Demo_40 40 15 B Sample 2 2
#> Demo_41 Demo_41 41 16 A Sample 2 2
#> Demo_42 Demo_42 42 17 A Sample 2 2
#> Demo_43 Demo_43 43 18 B Sample 2 2
#> Demo_44 Demo_44 44 QC QC QC QC 2
#> Demo_45 Demo_45 45 20 A Sample 2 2
#> Demo_46 Demo_46 46 21 A Sample 2 2
#> Demo_47 Demo_47 47 22 A Sample 2 2
#> Demo_48 Demo_48 48 23 B Sample 2 2
#> Demo_49 Demo_49 49 24 A Sample 2 2
#> Demo_50 Demo_50 50 QC QC QC QC 2
#> HILIC_neg_Datafile HILIC_pos_Datafile RP_neg_Datafile RP_pos_Datafile
#> Demo_1 HILIC_neg_1 HILIC_pos_1 RP_neg_1 RP_pos_1
#> Demo_2 HILIC_neg_2 HILIC_pos_2 RP_neg_2 RP_pos_2
#> Demo_3 HILIC_neg_3 HILIC_pos_3 RP_neg_3 RP_pos_3
#> Demo_4 HILIC_neg_4 HILIC_pos_4 RP_neg_4 RP_pos_4
#> Demo_5 HILIC_neg_5 HILIC_pos_5 RP_neg_5 RP_pos_5
#> Demo_6 HILIC_neg_6 HILIC_pos_6 RP_neg_6 RP_pos_6
#> Demo_7 HILIC_neg_7 HILIC_pos_7 RP_neg_7 RP_pos_7
#> Demo_8 HILIC_neg_8 HILIC_pos_8 RP_neg_8 RP_pos_8
#> Demo_9 HILIC_neg_9 HILIC_pos_9 RP_neg_9 RP_pos_9
#> Demo_10 HILIC_neg_10 HILIC_pos_10 RP_neg_10 RP_pos_10
#> Demo_11 HILIC_neg_11 HILIC_pos_11 RP_neg_11 RP_pos_11
#> Demo_12 HILIC_neg_12 HILIC_pos_12 RP_neg_12 RP_pos_12
#> Demo_13 HILIC_neg_13 HILIC_pos_13 RP_neg_13 RP_pos_13
#> Demo_14 HILIC_neg_14 HILIC_pos_14 RP_neg_14 RP_pos_14
#> Demo_15 HILIC_neg_15 HILIC_pos_15 RP_neg_15 RP_pos_15
#> Demo_16 HILIC_neg_16 HILIC_pos_16 RP_neg_16 RP_pos_16
#> Demo_17 HILIC_neg_17 HILIC_pos_17 RP_neg_17 RP_pos_17
#> Demo_18 HILIC_neg_18 HILIC_pos_18 RP_neg_18 RP_pos_18
#> Demo_19 HILIC_neg_19 HILIC_pos_19 RP_neg_19 RP_pos_19
#> Demo_20 HILIC_neg_20 HILIC_pos_20 RP_neg_20 RP_pos_20
#> Demo_21 HILIC_neg_21 HILIC_pos_21 RP_neg_21 RP_pos_21
#> Demo_22 HILIC_neg_22 HILIC_pos_22 RP_neg_22 RP_pos_22
#> Demo_23 HILIC_neg_23 HILIC_pos_23 RP_neg_23 RP_pos_23
#> Demo_24 HILIC_neg_24 HILIC_pos_24 RP_neg_24 RP_pos_24
#> Demo_25 HILIC_neg_25 HILIC_pos_25 RP_neg_25 RP_pos_25
#> Demo_26 HILIC_neg_26 HILIC_pos_26 RP_neg_26 RP_pos_26
#> Demo_27 HILIC_neg_27 HILIC_pos_27 RP_neg_27 RP_pos_27
#> Demo_28 HILIC_neg_28 HILIC_pos_28 RP_neg_28 RP_pos_28
#> Demo_29 HILIC_neg_29 HILIC_pos_29 RP_neg_29 RP_pos_29
#> Demo_30 HILIC_neg_30 HILIC_pos_30 RP_neg_30 RP_pos_30
#> Demo_31 HILIC_neg_31 HILIC_pos_31 RP_neg_31 RP_pos_31
#> Demo_32 HILIC_neg_32 HILIC_pos_32 RP_neg_32 RP_pos_32
#> Demo_33 HILIC_neg_33 HILIC_pos_33 RP_neg_33 RP_pos_33
#> Demo_34 HILIC_neg_34 HILIC_pos_34 RP_neg_34 RP_pos_34
#> Demo_35 HILIC_neg_35 HILIC_pos_35 RP_neg_35 RP_pos_35
#> Demo_36 HILIC_neg_36 HILIC_pos_36 RP_neg_36 RP_pos_36
#> Demo_37 HILIC_neg_37 HILIC_pos_37 RP_neg_37 RP_pos_37
#> Demo_38 HILIC_neg_38 HILIC_pos_38 RP_neg_38 RP_pos_38
#> Demo_39 HILIC_neg_39 HILIC_pos_39 RP_neg_39 RP_pos_39
#> Demo_40 HILIC_neg_40 HILIC_pos_40 RP_neg_40 RP_pos_40
#> Demo_41 HILIC_neg_41 HILIC_pos_41 RP_neg_41 RP_pos_41
#> Demo_42 HILIC_neg_42 HILIC_pos_42 RP_neg_42 RP_pos_42
#> Demo_43 HILIC_neg_43 HILIC_pos_43 RP_neg_43 RP_pos_43
#> Demo_44 HILIC_neg_44 HILIC_pos_44 RP_neg_44 RP_pos_44
#> Demo_45 HILIC_neg_45 HILIC_pos_45 RP_neg_45 RP_pos_45
#> Demo_46 HILIC_neg_46 HILIC_pos_46 RP_neg_46 RP_pos_46
#> Demo_47 HILIC_neg_47 HILIC_pos_47 RP_neg_47 RP_pos_47
#> Demo_48 HILIC_neg_48 HILIC_pos_48 RP_neg_48 RP_pos_48
#> Demo_49 HILIC_neg_49 HILIC_pos_49 RP_neg_49 RP_pos_49
#> Demo_50 HILIC_neg_50 HILIC_pos_50 RP_neg_50 RP_pos_50
#> HILIC_neg_259_9623a4_4322 HILIC_neg_108_1065a2_6121
#> Demo_1 30873.83 11517.655
#> Demo_2 30193.28 4820.770
#> Demo_3 0.00 14747.642
#> Demo_4 48290.00 13732.420
#> Demo_5 22991.50 4043.557
#> Demo_6 34749.48 16292.051
#> Demo_7 37515.31 0.000
#> Demo_8 39179.00 12656.522
#> Demo_9 38574.30 11510.090
#> Demo_10 49891.50 11937.881
#> Demo_11 28768.72 0.000
#> Demo_12 28527.40 16848.612
#> Demo_13 34840.66 10093.589
#> Demo_14 26620.86 7411.210
#> Demo_15 27546.15 10555.623
#> Demo_16 23281.03 6468.261
#> Demo_17 42604.01 14724.765
#> Demo_18 34034.57 14527.298
#> Demo_19 35629.71 10211.362
#> Demo_20 34547.79 11201.494
#> Demo_21 50310.91 15537.475
#> Demo_22 43751.51 10428.490
#> Demo_23 41599.97 10297.479
#> Demo_24 37883.22 10005.069
#> Demo_25 37723.42 10969.957
#> Demo_26 36342.85 19927.037
#> Demo_27 42698.19 17357.308
#> Demo_28 30640.71 17139.430
#> Demo_29 32973.98 13130.794
#> Demo_30 46179.34 15990.505
#> Demo_31 33259.82 14574.868
#> Demo_32 42993.33 20877.017
#> Demo_33 55430.78 12785.271
#> Demo_34 36913.16 0.000
#> Demo_35 42095.55 0.000
#> Demo_36 0.00 16135.283
#> Demo_37 57602.32 16717.186
#> Demo_38 43098.09 15864.070
#> Demo_39 41362.91 18407.539
#> Demo_40 47647.09 14355.244
#> Demo_41 47347.56 12774.132
#> Demo_42 37525.65 9856.374
#> Demo_43 41972.81 16563.826
#> Demo_44 47209.86 15670.460
#> Demo_45 39905.46 13922.454
#> Demo_46 49365.81 22617.002
#> Demo_47 48686.08 15886.053
#> Demo_48 0.00 19031.006
#> Demo_49 51990.84 17296.749
#> Demo_50 42780.94 19747.447
#> HILIC_neg_158_23a1_4128 HILIC_neg_251_0056a0_6161
#> Demo_1 20690.592 14816.35
#> Demo_2 18929.532 37198.20
#> Demo_3 16823.095 26748.51
#> Demo_4 26141.084 20747.95
#> Demo_5 25379.050 29489.26
#> Demo_6 0.000 20958.14
#> Demo_7 14208.226 15830.22
#> Demo_8 12058.220 12710.17
#> Demo_9 19524.555 20139.86
#> Demo_10 27709.086 16393.24
#> Demo_11 34776.690 21419.50
#> Demo_12 23079.278 14233.66
#> Demo_13 0.000 16219.51
#> Demo_14 20577.066 17656.12
#> Demo_15 9291.962 24067.25
#> Demo_16 21954.594 14490.61
#> Demo_17 0.000 22070.46
#> Demo_18 27503.748 16917.08
#> Demo_19 0.000 16070.63
#> Demo_20 10270.844 0.00
#> Demo_21 10358.045 15652.72
#> Demo_22 26946.829 12730.37
#> Demo_23 14347.673 25385.47
#> Demo_24 18507.935 23423.01
#> Demo_25 14445.414 17378.37
#> Demo_26 22621.123 38332.26
#> Demo_27 30176.809 35701.98
#> Demo_28 14642.700 28562.42
#> Demo_29 24842.224 0.00
#> Demo_30 32806.307 28757.96
#> Demo_31 0.000 33986.66
#> Demo_32 21813.805 28006.08
#> Demo_33 34991.889 30890.52
#> Demo_34 18005.049 32805.53
#> Demo_35 23341.804 34740.27
#> Demo_36 24187.614 25151.86
#> Demo_37 15930.941 28769.84
#> Demo_38 24704.149 25656.69
#> Demo_39 31599.721 43235.04
#> Demo_40 16483.829 19845.34
#> Demo_41 22749.107 0.00
#> Demo_42 25559.058 28323.30
#> Demo_43 36612.078 31939.58
#> Demo_44 22426.282 34655.91
#> Demo_45 21612.292 29665.86
#> Demo_46 21701.726 24869.49
#> Demo_47 27615.024 27283.52
#> Demo_48 30091.589 23809.95
#> Demo_49 24753.048 29097.62
#> Demo_50 23207.862 26022.66
#> HILIC_neg_401_52a4_211 HILIC_neg_400_7045a5_3842
#> Demo_1 22093.182 23894.97
#> Demo_2 9927.692 26727.66
#> Demo_3 11526.048 13871.78
#> Demo_4 23915.148 35694.52
#> Demo_5 19830.850 43856.04
#> Demo_6 19028.935 25810.07
#> Demo_7 18783.514 30332.48
#> Demo_8 15180.039 24853.12
#> Demo_9 18289.116 29593.51
#> Demo_10 19114.381 31241.78
#> Demo_11 0.000 36641.16
#> Demo_12 14085.948 38492.64
#> Demo_13 18072.691 29744.72
#> Demo_14 20310.810 34932.57
#> Demo_15 8705.320 25447.20
#> Demo_16 1042.519 34857.37
#> Demo_17 15023.307 31423.69
#> Demo_18 12342.445 35217.64
#> Demo_19 16863.342 27011.74
#> Demo_20 14228.832 26696.25
#> Demo_21 22710.194 36472.10
#> Demo_22 13596.472 37929.93
#> Demo_23 13835.803 28592.61
#> Demo_24 21134.145 25834.86
#> Demo_25 15286.052 32479.76
#> Demo_26 22580.472 27883.28
#> Demo_27 31819.562 38685.88
#> Demo_28 29371.195 38729.80
#> Demo_29 23360.891 32758.40
#> Demo_30 26794.467 45263.73
#> Demo_31 16612.111 32273.35
#> Demo_32 20885.901 39399.64
#> Demo_33 14869.070 33209.60
#> Demo_34 19022.210 39947.45
#> Demo_35 11405.106 37566.58
#> Demo_36 19243.396 43026.69
#> Demo_37 16765.744 48097.93
#> Demo_38 22643.442 43544.22
#> Demo_39 0.000 34784.32
#> Demo_40 14792.754 33619.53
#> Demo_41 21900.052 38257.22
#> Demo_42 18182.302 35232.85
#> Demo_43 23627.381 0.00
#> Demo_44 16929.512 42191.65
#> Demo_45 21297.054 0.00
#> Demo_46 18705.455 41822.88
#> Demo_47 22658.605 30261.05
#> Demo_48 14439.564 41658.40
#> Demo_49 19756.089 0.00
#> Demo_50 15343.491 44677.84
#> HILIC_neg_304_014a7_1311 HILIC_neg_276_6328a2_7734
#> Demo_1 12494.7385 13886.940
#> Demo_2 10277.2621 13990.361
#> Demo_3 17220.0625 12756.529
#> Demo_4 19345.2428 8352.584
#> Demo_5 20675.6278 14542.618
#> Demo_6 0.0000 8092.626
#> Demo_7 16248.8501 9385.913
#> Demo_8 16195.4306 10265.010
#> Demo_9 24134.0703 9098.459
#> Demo_10 5018.0290 9371.392
#> Demo_11 13190.1361 9898.019
#> Demo_12 16042.4677 9177.764
#> Demo_13 15413.9646 9700.441
#> Demo_14 14619.0758 8341.527
#> Demo_15 17164.1727 10511.359
#> Demo_16 8733.1978 13898.310
#> Demo_17 9625.0639 11194.402
#> Demo_18 0.0000 8237.980
#> Demo_19 13357.8783 8895.467
#> Demo_20 14636.7746 8168.770
#> Demo_21 10450.7776 9359.041
#> Demo_22 15943.5011 8548.384
#> Demo_23 10942.6583 7046.015
#> Demo_24 378.8789 8830.616
#> Demo_25 15102.6866 0.000
#> Demo_26 22645.8550 21239.198
#> Demo_27 18948.2719 14346.835
#> Demo_28 20064.5352 13938.272
#> Demo_29 19417.1327 19688.357
#> Demo_30 22987.0117 0.000
#> Demo_31 22938.6241 21017.501
#> Demo_32 16463.4483 15496.328
#> Demo_33 16905.6741 18646.836
#> Demo_34 24350.2112 22101.473
#> Demo_35 20672.8346 14490.184
#> Demo_36 20702.5541 17592.941
#> Demo_37 17798.9721 12973.845
#> Demo_38 0.0000 16594.190
#> Demo_39 12697.1713 19178.144
#> Demo_40 0.0000 15053.750
#> Demo_41 21566.9959 14965.176
#> Demo_42 28392.7546 14556.833
#> Demo_43 25814.3054 16042.951
#> Demo_44 19402.7781 12714.565
#> Demo_45 19210.2190 11913.494
#> Demo_46 23832.2509 15394.141
#> Demo_47 21495.0844 8649.341
#> Demo_48 21865.7680 12759.649
#> Demo_49 17548.5757 23850.336
#> Demo_50 0.0000 10975.047
#> HILIC_neg_118_9111a4_1865 HILIC_neg_446_9413a2_315
#> Demo_1 28283.42 6713.775
#> Demo_2 40772.09 5428.669
#> Demo_3 43814.08 0.000
#> Demo_4 42403.80 6977.528
#> Demo_5 25698.63 7833.216
#> Demo_6 50825.45 7710.559
#> Demo_7 28615.98 6337.091
#> Demo_8 36373.87 2965.922
#> Demo_9 23930.09 3793.810
#> Demo_10 0.00 6494.289
#> Demo_11 49218.61 5305.091
#> Demo_12 36895.91 4291.065
#> Demo_13 35359.29 6273.510
#> Demo_14 33206.46 3574.750
#> Demo_15 36274.47 0.000
#> Demo_16 21886.85 6605.884
#> Demo_17 36742.70 5627.561
#> Demo_18 34908.09 8017.002
#> Demo_19 34556.27 4299.405
#> Demo_20 0.00 6128.904
#> Demo_21 34957.71 0.000
#> Demo_22 33700.62 3681.804
#> Demo_23 41870.48 5428.182
#> Demo_24 29992.52 7264.983
#> Demo_25 35770.68 4223.872
#> Demo_26 34283.99 14215.869
#> Demo_27 47906.24 14920.055
#> Demo_28 32872.69 14064.512
#> Demo_29 40879.15 12089.779
#> Demo_30 51587.85 0.000
#> Demo_31 49807.38 12008.135
#> Demo_32 37967.74 10696.272
#> Demo_33 44087.04 8173.138
#> Demo_34 35667.20 9912.889
#> Demo_35 37262.36 10968.191
#> Demo_36 46727.74 11867.742
#> Demo_37 55770.77 13440.106
#> Demo_38 37327.86 10904.497
#> Demo_39 0.00 13450.870
#> Demo_40 35079.87 8672.508
#> Demo_41 43133.61 10896.617
#> Demo_42 0.00 13423.565
#> Demo_43 51269.37 12900.343
#> Demo_44 43603.63 9339.858
#> Demo_45 43413.54 10349.957
#> Demo_46 48824.17 16493.043
#> Demo_47 50542.34 9531.773
#> Demo_48 46024.58 11675.769
#> Demo_49 40645.75 14948.845
#> Demo_50 37578.96 9003.271
#> HILIC_neg_127_5856a4_3758 HILIC_neg_303_2144a1_2372
#> Demo_1 33198.28 0.00
#> Demo_2 39000.73 33229.89
#> Demo_3 47078.87 34595.49
#> Demo_4 28857.88 44757.36
#> Demo_5 37096.68 30236.70
#> Demo_6 40861.06 26725.20
#> Demo_7 42108.84 43599.15
#> Demo_8 22956.35 40321.00
#> Demo_9 21984.76 29781.29
#> Demo_10 34986.63 61732.77
#> Demo_11 39956.35 34879.24
#> Demo_12 29562.47 28319.87
#> Demo_13 33388.20 37522.53
#> Demo_14 45064.79 0.00
#> Demo_15 47347.81 32697.39
#> Demo_16 39433.13 39132.04
#> Demo_17 33958.55 32058.12
#> Demo_18 42499.70 51705.28
#> Demo_19 48674.72 39493.29
#> Demo_20 46358.42 0.00
#> Demo_21 40360.43 25485.22
#> Demo_22 24302.01 52412.80
#> Demo_23 22441.26 20337.73
#> Demo_24 28285.68 39379.20
#> Demo_25 48095.95 41867.04
#> Demo_26 30233.34 33893.61
#> Demo_27 36377.21 42074.73
#> Demo_28 36100.52 42749.88
#> Demo_29 34752.04 54268.50
#> Demo_30 41473.76 41763.62
#> Demo_31 0.00 46385.52
#> Demo_32 38305.81 41415.81
#> Demo_33 31052.93 0.00
#> Demo_34 41744.43 39555.16
#> Demo_35 43453.45 36750.89
#> Demo_36 43721.84 40118.93
#> Demo_37 46624.16 50194.41
#> Demo_38 36174.57 40340.26
#> Demo_39 0.00 42531.76
#> Demo_40 40775.58 0.00
#> Demo_41 46246.00 39860.98
#> Demo_42 0.00 27136.01
#> Demo_43 47753.42 53039.50
#> Demo_44 37812.92 47068.91
#> Demo_45 31562.81 40811.38
#> Demo_46 53894.12 42422.91
#> Demo_47 33122.77 50545.59
#> Demo_48 51121.57 48689.09
#> Demo_49 37191.50 56513.32
#> Demo_50 39754.74 43742.67
#> HILIC_neg_366_6203a6_1825 HILIC_neg_258_7252a7_5445
#> Demo_1 20407.385 21719.108
#> Demo_2 11824.924 0.000
#> Demo_3 24820.316 17975.869
#> Demo_4 22235.651 20275.504
#> Demo_5 27578.045 13339.957
#> Demo_6 33081.784 26811.349
#> Demo_7 21967.859 15787.323
#> Demo_8 24477.133 14051.536
#> Demo_9 12011.694 14990.826
#> Demo_10 29570.760 16021.744
#> Demo_11 16823.638 14732.864
#> Demo_12 26479.872 14990.402
#> Demo_13 22799.009 16053.042
#> Demo_14 14925.907 28816.438
#> Demo_15 3779.282 9886.803
#> Demo_16 0.000 16597.229
#> Demo_17 24789.207 13930.601
#> Demo_18 26017.592 0.000
#> Demo_19 14744.494 15269.402
#> Demo_20 10767.323 23194.853
#> Demo_21 18463.917 17994.672
#> Demo_22 23737.757 6532.707
#> Demo_23 14638.134 20254.289
#> Demo_24 14654.398 14468.574
#> Demo_25 19690.217 15119.437
#> Demo_26 33628.111 25972.259
#> Demo_27 43738.420 14060.063
#> Demo_28 38920.972 17568.667
#> Demo_29 25339.606 0.000
#> Demo_30 16026.673 18848.659
#> Demo_31 24447.669 25969.852
#> Demo_32 30895.824 24964.977
#> Demo_33 27539.887 23193.403
#> Demo_34 32358.608 29485.387
#> Demo_35 15466.087 23578.935
#> Demo_36 17477.273 17257.608
#> Demo_37 28121.262 10947.098
#> Demo_38 25230.715 25756.712
#> Demo_39 25921.651 23075.758
#> Demo_40 15495.003 26648.687
#> Demo_41 27144.608 19644.896
#> Demo_42 28268.474 31082.863
#> Demo_43 36805.156 27245.103
#> Demo_44 27328.803 23604.472
#> Demo_45 15549.532 0.000
#> Demo_46 26934.528 14655.646
#> Demo_47 22440.892 23419.421
#> Demo_48 30193.958 22614.399
#> Demo_49 23744.541 16569.331
#> Demo_50 29954.555 20104.256
#> HILIC_neg_301_2643a4_0372 HILIC_neg_224_4031a4_7409
#> Demo_1 18747.388 29970.47
#> Demo_2 21056.034 0.00
#> Demo_3 22028.202 22825.63
#> Demo_4 12220.257 16741.52
#> Demo_5 25601.913 36180.95
#> Demo_6 21556.720 16751.91
#> Demo_7 16867.221 31698.26
#> Demo_8 17849.753 30057.68
#> Demo_9 11702.564 26811.60
#> Demo_10 17626.083 37906.20
#> Demo_11 28333.850 28017.32
#> Demo_12 23174.145 44153.80
#> Demo_13 23814.947 31078.69
#> Demo_14 15275.948 38712.77
#> Demo_15 22951.589 42041.02
#> Demo_16 9178.128 49615.08
#> Demo_17 20376.735 43725.69
#> Demo_18 19181.208 40616.56
#> Demo_19 19447.897 29347.04
#> Demo_20 22442.310 39508.30
#> Demo_21 27012.829 41253.23
#> Demo_22 20242.642 0.00
#> Demo_23 24218.768 25361.57
#> Demo_24 23395.133 27300.03
#> Demo_25 20204.375 33149.86
#> Demo_26 23322.460 35927.79
#> Demo_27 25600.604 43625.16
#> Demo_28 28868.500 31573.34
#> Demo_29 21493.759 39540.75
#> Demo_30 23062.316 33350.55
#> Demo_31 32148.477 34054.61
#> Demo_32 0.000 38407.22
#> Demo_33 26422.062 36643.74
#> Demo_34 0.000 0.00
#> Demo_35 23523.810 40055.62
#> Demo_36 24787.588 38508.14
#> Demo_37 29732.518 39369.03
#> Demo_38 22504.716 38755.38
#> Demo_39 26325.160 45728.79
#> Demo_40 21737.927 38148.70
#> Demo_41 32497.805 35327.20
#> Demo_42 0.000 42413.82
#> Demo_43 27877.666 47702.38
#> Demo_44 24797.338 36095.69
#> Demo_45 33173.856 30179.09
#> Demo_46 30474.666 44621.00
#> Demo_47 29297.474 0.00
#> Demo_48 33850.020 56906.89
#> Demo_49 30606.349 24982.20
#> Demo_50 30166.579 37272.09
#> HILIC_neg_424_8488a6_7736 HILIC_neg_131_2034a6_1385
#> Demo_1 4584.162 28764.45
#> Demo_2 9480.685 29043.85
#> Demo_3 6170.495 37985.11
#> Demo_4 5798.785 42171.96
#> Demo_5 7873.325 21441.53
#> Demo_6 6113.233 32963.00
#> Demo_7 4658.085 25720.68
#> Demo_8 5833.232 22125.35
#> Demo_9 7117.037 23621.76
#> Demo_10 6020.448 21970.12
#> Demo_11 4638.992 23005.35
#> Demo_12 8665.416 23915.50
#> Demo_13 4786.238 0.00
#> Demo_14 2712.126 19345.74
#> Demo_15 8165.930 27486.98
#> Demo_16 8818.983 26177.99
#> Demo_17 7833.805 0.00
#> Demo_18 8472.729 17640.81
#> Demo_19 4851.780 27113.31
#> Demo_20 9225.096 14260.16
#> Demo_21 8411.481 26794.68
#> Demo_22 8318.806 21181.02
#> Demo_23 8206.694 25583.97
#> Demo_24 9327.139 18454.15
#> Demo_25 5520.189 20842.66
#> Demo_26 10891.620 31585.36
#> Demo_27 18591.567 30854.31
#> Demo_28 16027.009 32873.73
#> Demo_29 13539.069 37982.85
#> Demo_30 11436.989 0.00
#> Demo_31 11238.829 37110.11
#> Demo_32 15928.556 30816.62
#> Demo_33 13351.460 38471.30
#> Demo_34 15340.537 41939.23
#> Demo_35 0.000 28415.68
#> Demo_36 12210.795 31958.90
#> Demo_37 16981.917 28823.42
#> Demo_38 17625.226 32721.08
#> Demo_39 13843.165 24240.06
#> Demo_40 22558.632 21876.96
#> Demo_41 17873.816 35788.37
#> Demo_42 13322.298 29430.76
#> Demo_43 16379.985 38842.35
#> Demo_44 14873.408 31879.34
#> Demo_45 14971.716 26331.11
#> Demo_46 12059.711 37204.82
#> Demo_47 14706.747 30199.91
#> Demo_48 13242.227 0.00
#> Demo_49 14857.510 34621.43
#> Demo_50 15420.387 24833.59
#> HILIC_neg_236_4114a5_6302 HILIC_neg_411_0148a0_7484
#> Demo_1 6730.223 10451.025
#> Demo_2 6450.798 8904.868
#> Demo_3 7298.693 0.000
#> Demo_4 5944.421 0.000
#> Demo_5 4698.953 3028.908
#> Demo_6 6718.519 7564.719
#> Demo_7 6214.741 11313.323
#> Demo_8 8084.728 0.000
#> Demo_9 2760.036 2450.809
#> Demo_10 7049.678 8046.691
#> Demo_11 7397.450 15128.055
#> Demo_12 4519.740 5515.242
#> Demo_13 7187.108 9561.800
#> Demo_14 5990.387 11973.005
#> Demo_15 10094.904 9627.038
#> Demo_16 4124.617 6093.395
#> Demo_17 1371.436 4758.459
#> Demo_18 9555.203 8284.954
#> Demo_19 5762.472 8963.204
#> Demo_20 3273.295 9284.226
#> Demo_21 6066.104 16398.883
#> Demo_22 6712.730 8413.432
#> Demo_23 3922.494 6079.153
#> Demo_24 7530.785 2202.782
#> Demo_25 6492.337 9253.550
#> Demo_26 14756.324 19725.333
#> Demo_27 16326.515 15272.158
#> Demo_28 15065.824 23080.046
#> Demo_29 11355.853 13227.037
#> Demo_30 0.000 24051.398
#> Demo_31 12156.898 17386.947
#> Demo_32 0.000 19211.499
#> Demo_33 0.000 13464.822
#> Demo_34 14927.614 8452.375
#> Demo_35 8953.228 20051.281
#> Demo_36 6134.669 12730.915
#> Demo_37 14334.753 13061.382
#> Demo_38 9230.829 16381.022
#> Demo_39 12826.471 15604.505
#> Demo_40 11579.289 13183.998
#> Demo_41 10152.675 8997.162
#> Demo_42 14745.156 16702.673
#> Demo_43 10893.385 0.000
#> Demo_44 0.000 14043.211
#> Demo_45 13686.945 12909.350
#> Demo_46 9822.092 17816.467
#> Demo_47 10058.786 10945.315
#> Demo_48 12158.939 17758.685
#> Demo_49 0.000 13284.753
#> Demo_50 11946.250 21360.166
#> HILIC_pos_288_6263a6_572 HILIC_pos_331_1173a7_7822
#> Demo_1 3113.142 6145.645
#> Demo_2 4003.686 0.000
#> Demo_3 5153.973 7837.434
#> Demo_4 3361.070 7282.767
#> Demo_5 0.000 3688.053
#> Demo_6 7107.812 5418.314
#> Demo_7 3958.444 6340.032
#> Demo_8 4085.451 8821.866
#> Demo_9 4434.875 4379.451
#> Demo_10 0.000 0.000
#> Demo_11 5913.068 10149.416
#> Demo_12 5686.479 6447.643
#> Demo_13 5079.491 7815.173
#> Demo_14 0.000 9756.526
#> Demo_15 4636.997 4416.548
#> Demo_16 5500.908 5251.990
#> Demo_17 2885.458 9099.477
#> Demo_18 7286.623 4167.711
#> Demo_19 5442.098 6704.039
#> Demo_20 5784.396 8958.028
#> Demo_21 7137.167 8196.795
#> Demo_22 7909.655 8045.834
#> Demo_23 4536.702 6039.813
#> Demo_24 5153.757 11211.144
#> Demo_25 5025.983 7166.389
#> Demo_26 12644.079 14423.429
#> Demo_27 8193.398 16030.466
#> Demo_28 16404.135 12766.818
#> Demo_29 11506.329 13964.176
#> Demo_30 9310.297 12391.435
#> Demo_31 11967.222 15425.614
#> Demo_32 11722.021 13893.095
#> Demo_33 13524.295 14729.486
#> Demo_34 14566.804 11471.797
#> Demo_35 13565.880 11502.957
#> Demo_36 0.000 15928.296
#> Demo_37 15385.629 18871.885
#> Demo_38 0.000 16987.391
#> Demo_39 12124.287 15801.291
#> Demo_40 14597.197 14125.867
#> Demo_41 12614.622 18170.704
#> Demo_42 13884.145 13525.433
#> Demo_43 14981.878 20344.284
#> Demo_44 13423.371 17060.241
#> Demo_45 11497.692 13393.026
#> Demo_46 15502.452 11700.904
#> Demo_47 16854.786 14070.565
#> Demo_48 13760.223 13721.647
#> Demo_49 15509.713 16350.588
#> Demo_50 14062.414 16739.706
#> HILIC_pos_139_4044a6_0388 HILIC_pos_132_7373a6_4146
#> Demo_1 25479.495 24904.842
#> Demo_2 15882.013 35183.770
#> Demo_3 15237.610 46117.435
#> Demo_4 28512.552 26621.896
#> Demo_5 24136.095 27748.321
#> Demo_6 24168.975 33280.082
#> Demo_7 26429.824 0.000
#> Demo_8 36514.069 22225.356
#> Demo_9 29288.679 18083.721
#> Demo_10 23713.178 22585.722
#> Demo_11 7588.683 31390.551
#> Demo_12 35937.712 22392.058
#> Demo_13 25848.415 19653.802
#> Demo_14 27915.820 23101.089
#> Demo_15 26872.225 0.000
#> Demo_16 21083.205 12247.051
#> Demo_17 25870.837 14958.300
#> Demo_18 12681.458 9728.945
#> Demo_19 27711.861 20057.767
#> Demo_20 22869.456 15845.341
#> Demo_21 19223.845 34776.995
#> Demo_22 35998.121 14295.140
#> Demo_23 23433.806 30016.229
#> Demo_24 38654.396 24921.947
#> Demo_25 25652.010 21701.646
#> Demo_26 41174.314 33953.136
#> Demo_27 25444.819 40819.818
#> Demo_28 25341.788 22784.495
#> Demo_29 33900.729 26625.756
#> Demo_30 30708.521 31826.559
#> Demo_31 26362.744 31451.446
#> Demo_32 28636.143 35998.335
#> Demo_33 31818.049 38900.451
#> Demo_34 46705.003 13665.157
#> Demo_35 48661.531 34377.854
#> Demo_36 27003.169 25607.076
#> Demo_37 35663.697 35482.333
#> Demo_38 37528.668 33905.741
#> Demo_39 45594.225 34869.328
#> Demo_40 33850.159 30723.147
#> Demo_41 30146.468 29689.693
#> Demo_42 29011.809 24427.147
#> Demo_43 33398.101 31361.572
#> Demo_44 32852.918 29980.379
#> Demo_45 37029.863 20187.818
#> Demo_46 36292.728 26774.060
#> Demo_47 44012.737 31933.529
#> Demo_48 0.000 30372.404
#> Demo_49 32754.857 14879.166
#> Demo_50 38942.573 33240.226
#> HILIC_pos_298_6144a3_839 HILIC_pos_410_9203a2_7329
#> Demo_1 0.00 14930.345
#> Demo_2 0.00 8834.308
#> Demo_3 33514.19 13928.428
#> Demo_4 34221.85 10449.154
#> Demo_5 0.00 9444.274
#> Demo_6 18549.08 12525.571
#> Demo_7 19837.69 9543.839
#> Demo_8 44948.42 9235.287
#> Demo_9 24414.01 7093.820
#> Demo_10 12033.72 8229.883
#> Demo_11 36334.00 6347.627
#> Demo_12 22594.99 9900.056
#> Demo_13 23559.38 0.000
#> Demo_14 27171.71 11931.951
#> Demo_15 32479.98 3917.489
#> Demo_16 38124.20 9182.999
#> Demo_17 23817.45 11172.851
#> Demo_18 27152.43 10768.242
#> Demo_19 22914.64 10509.655
#> Demo_20 28999.87 10988.041
#> Demo_21 34877.72 8955.083
#> Demo_22 25191.63 11813.556
#> Demo_23 31358.85 9824.058
#> Demo_24 36561.31 7320.747
#> Demo_25 25691.61 0.000
#> Demo_26 36733.22 21872.761
#> Demo_27 44089.71 22720.556
#> Demo_28 22189.68 16855.219
#> Demo_29 35689.39 17958.879
#> Demo_30 30070.70 15041.238
#> Demo_31 0.00 19954.336
#> Demo_32 0.00 18275.759
#> Demo_33 45896.79 0.000
#> Demo_34 35913.80 10408.343
#> Demo_35 24864.42 19934.668
#> Demo_36 35287.67 16228.368
#> Demo_37 37710.36 15069.710
#> Demo_38 35104.21 18969.050
#> Demo_39 32734.23 17495.591
#> Demo_40 35373.25 20056.094
#> Demo_41 40901.04 13142.361
#> Demo_42 0.00 15554.054
#> Demo_43 40868.87 14367.172
#> Demo_44 41466.64 16341.331
#> Demo_45 32593.19 7847.206
#> Demo_46 31778.52 11447.992
#> Demo_47 36384.83 15763.075
#> Demo_48 30505.82 15093.431
#> Demo_49 0.00 14743.118
#> Demo_50 39473.76 17946.651
#> HILIC_pos_145_8514a2_811 HILIC_pos_306_0061a4_4049
#> Demo_1 20703.248 30383.86
#> Demo_2 19376.832 27428.01
#> Demo_3 25651.766 44310.28
#> Demo_4 26375.229 34395.82
#> Demo_5 25411.517 32915.66
#> Demo_6 15108.192 38564.77
#> Demo_7 22046.809 25689.08
#> Demo_8 30216.681 26414.12
#> Demo_9 29993.046 30752.24
#> Demo_10 8511.838 23720.57
#> Demo_11 0.000 39119.94
#> Demo_12 26755.729 39028.68
#> Demo_13 22281.546 32272.57
#> Demo_14 12689.704 39794.79
#> Demo_15 13925.333 29835.27
#> Demo_16 11956.487 24185.47
#> Demo_17 18073.732 41131.32
#> Demo_18 15210.411 22089.81
#> Demo_19 19874.610 27776.28
#> Demo_20 21429.776 18653.77
#> Demo_21 15761.566 30773.35
#> Demo_22 15625.054 42340.19
#> Demo_23 19637.372 37307.90
#> Demo_24 20511.822 47296.36
#> Demo_25 13856.877 0.00
#> Demo_26 25640.659 38067.54
#> Demo_27 29681.769 36188.99
#> Demo_28 21726.965 29897.46
#> Demo_29 29872.939 36770.23
#> Demo_30 31772.170 32802.15
#> Demo_31 17319.727 41240.84
#> Demo_32 31624.473 36531.38
#> Demo_33 26319.326 50296.55
#> Demo_34 22277.184 47515.38
#> Demo_35 31237.759 44358.53
#> Demo_36 21837.442 34411.94
#> Demo_37 23019.203 46318.94
#> Demo_38 23151.903 43426.00
#> Demo_39 24801.099 43329.23
#> Demo_40 19331.064 34212.79
#> Demo_41 19548.457 0.00
#> Demo_42 37368.337 28315.40
#> Demo_43 26373.759 45718.29
#> Demo_44 22337.945 41527.34
#> Demo_45 18817.283 55179.13
#> Demo_46 0.000 48344.15
#> Demo_47 31306.741 39918.37
#> Demo_48 25895.451 41407.88
#> Demo_49 33563.835 57229.92
#> Demo_50 25933.481 39292.32
#> HILIC_pos_425_8858a4_4494 HILIC_pos_436_332a6_1165
#> Demo_1 2911.468 3671.8894
#> Demo_2 1991.686 3403.3083
#> Demo_3 3984.204 4135.5470
#> Demo_4 2691.886 713.3901
#> Demo_5 2249.732 3728.9366
#> Demo_6 3505.323 3546.3149
#> Demo_7 3179.889 0.0000
#> Demo_8 0.000 3587.5813
#> Demo_9 4313.273 3964.1746
#> Demo_10 3026.065 3627.0608
#> Demo_11 3188.728 4954.1139
#> Demo_12 4095.151 2852.5570
#> Demo_13 3607.163 3786.3693
#> Demo_14 3510.929 4727.4707
#> Demo_15 4357.724 4726.3262
#> Demo_16 3177.963 4330.8641
#> Demo_17 0.000 0.0000
#> Demo_18 3743.162 4047.8533
#> Demo_19 3341.837 4192.6431
#> Demo_20 5620.308 4384.9440
#> Demo_21 2765.009 3281.3442
#> Demo_22 3489.281 2459.5896
#> Demo_23 2026.240 4312.9920
#> Demo_24 3429.106 4845.5462
#> Demo_25 3080.462 3879.5330
#> Demo_26 9520.289 9501.1954
#> Demo_27 11448.902 13674.4774
#> Demo_28 5608.585 11714.2210
#> Demo_29 12089.233 12382.4281
#> Demo_30 13161.217 13623.7625
#> Demo_31 14218.275 8995.0657
#> Demo_32 12438.835 11823.2117
#> Demo_33 10230.274 12329.9880
#> Demo_34 12679.971 9311.1555
#> Demo_35 15276.493 11658.3713
#> Demo_36 9550.301 8030.0447
#> Demo_37 9549.278 12211.7094
#> Demo_38 0.000 11745.6344
#> Demo_39 12706.637 12034.9821
#> Demo_40 5186.100 10344.8541
#> Demo_41 11938.494 12459.6281
#> Demo_42 10611.768 0.0000
#> Demo_43 13762.516 16603.1144
#> Demo_44 11368.197 13088.4519
#> Demo_45 13669.552 12808.6770
#> Demo_46 14763.727 9196.6310
#> Demo_47 11579.447 14268.6300
#> Demo_48 13898.885 14358.0586
#> Demo_49 13412.272 13941.5264
#> Demo_50 0.000 12377.0714
#> HILIC_pos_255_0094a7_9288 HILIC_pos_417_1474a2_8239
#> Demo_1 0.00 10493.154
#> Demo_2 13337.36 13203.846
#> Demo_3 24720.58 7404.564
#> Demo_4 19596.66 8473.505
#> Demo_5 13502.05 10585.893
#> Demo_6 33232.92 7606.321
#> Demo_7 22658.54 10503.249
#> Demo_8 23490.84 10248.730
#> Demo_9 13453.53 12484.654
#> Demo_10 23476.89 7941.329
#> Demo_11 16704.43 14304.507
#> Demo_12 17526.23 9452.752
#> Demo_13 24666.39 10867.548
#> Demo_14 16573.71 6352.073
#> Demo_15 0.00 5925.690
#> Demo_16 24214.43 10981.350
#> Demo_17 12960.03 5326.426
#> Demo_18 16199.38 9685.036
#> Demo_19 0.00 9400.199
#> Demo_20 24957.66 6573.978
#> Demo_21 16358.50 11576.244
#> Demo_22 23738.86 8245.232
#> Demo_23 17986.24 5671.661
#> Demo_24 13415.70 14366.342
#> Demo_25 23120.81 8537.976
#> Demo_26 20955.82 20193.923
#> Demo_27 12923.76 12707.669
#> Demo_28 16717.05 9098.358
#> Demo_29 32602.76 21476.455
#> Demo_30 19575.83 0.000
#> Demo_31 29798.04 16656.780
#> Demo_32 19070.55 20069.459
#> Demo_33 25906.51 22208.184
#> Demo_34 28314.75 17748.230
#> Demo_35 0.00 14271.070
#> Demo_36 15868.32 17260.872
#> Demo_37 0.00 6765.865
#> Demo_38 25630.70 15821.806
#> Demo_39 27531.40 10972.532
#> Demo_40 21112.02 9275.281
#> Demo_41 20060.91 13879.630
#> Demo_42 23462.60 12865.547
#> Demo_43 25551.71 13311.767
#> Demo_44 24317.53 14377.448
#> Demo_45 32431.21 18682.467
#> Demo_46 30186.02 11147.725
#> Demo_47 24222.25 17112.176
#> Demo_48 28474.70 15598.136
#> Demo_49 26077.99 12263.191
#> Demo_50 24837.68 18659.631
#> HILIC_pos_297_8334a0_6647 HILIC_pos_449_2162a0_7574
#> Demo_1 9501.849 0.00
#> Demo_2 14209.238 45756.94
#> Demo_3 14481.987 34353.29
#> Demo_4 4733.672 29066.38
#> Demo_5 0.000 38225.24
#> Demo_6 13809.009 49100.26
#> Demo_7 10656.428 0.00
#> Demo_8 10928.814 36432.02
#> Demo_9 15525.204 29761.98
#> Demo_10 7458.002 53952.95
#> Demo_11 10497.378 58338.19
#> Demo_12 10193.698 34071.51
#> Demo_13 11203.791 46009.76
#> Demo_14 0.000 40433.01
#> Demo_15 0.000 32006.08
#> Demo_16 11301.403 48301.09
#> Demo_17 13920.835 21394.58
#> Demo_18 8419.883 37503.17
#> Demo_19 10629.898 0.00
#> Demo_20 8827.931 46104.58
#> Demo_21 7812.028 47757.47
#> Demo_22 7020.523 46186.87
#> Demo_23 9138.228 56182.15
#> Demo_24 11048.782 47815.09
#> Demo_25 9696.774 0.00
#> Demo_26 18348.552 49605.41
#> Demo_27 13479.490 47446.16
#> Demo_28 14298.527 55631.89
#> Demo_29 15499.470 41517.67
#> Demo_30 14442.385 53760.79
#> Demo_31 17553.366 46599.43
#> Demo_32 20766.879 54915.19
#> Demo_33 17517.691 51412.16
#> Demo_34 18331.261 59180.92
#> Demo_35 22978.283 40378.62
#> Demo_36 17500.841 42271.36
#> Demo_37 21082.745 40440.71
#> Demo_38 21493.945 71550.00
#> Demo_39 17954.342 62663.55
#> Demo_40 17486.661 46823.30
#> Demo_41 19187.024 43577.15
#> Demo_42 16616.745 55241.72
#> Demo_43 23546.508 55306.93
#> Demo_44 17864.623 59613.17
#> Demo_45 19532.356 40208.38
#> Demo_46 0.000 45465.87
#> Demo_47 20430.461 41280.44
#> Demo_48 20916.768 63962.84
#> Demo_49 17582.500 62498.91
#> Demo_50 20291.269 73285.51
#> HILIC_pos_197_7438a7_72 HILIC_pos_141_601a7_387
#> Demo_1 21291.82 23384.932
#> Demo_2 34127.98 26769.867
#> Demo_3 20363.48 22887.029
#> Demo_4 17091.97 20942.324
#> Demo_5 31996.57 23913.744
#> Demo_6 12060.04 22169.451
#> Demo_7 20558.79 19634.578
#> Demo_8 40900.50 26689.933
#> Demo_9 33431.14 19341.016
#> Demo_10 24935.21 15110.870
#> Demo_11 27837.61 15601.820
#> Demo_12 21365.28 7576.654
#> Demo_13 22461.83 20777.446
#> Demo_14 27031.65 0.000
#> Demo_15 31049.50 27677.818
#> Demo_16 25482.06 13776.654
#> Demo_17 20589.34 25678.100
#> Demo_18 24177.10 9538.590
#> Demo_19 22762.19 18700.597
#> Demo_20 0.00 32374.447
#> Demo_21 25652.87 19905.911
#> Demo_22 24259.32 27532.190
#> Demo_23 17920.17 19583.671
#> Demo_24 30167.72 11635.678
#> Demo_25 23583.49 22774.183
#> Demo_26 21188.95 32195.530
#> Demo_27 31293.25 30073.147
#> Demo_28 40007.95 30087.200
#> Demo_29 32318.43 0.000
#> Demo_30 27947.09 20610.624
#> Demo_31 24585.42 25014.381
#> Demo_32 30358.08 24162.685
#> Demo_33 34976.95 23581.379
#> Demo_34 37409.91 26955.651
#> Demo_35 33133.90 37049.576
#> Demo_36 25885.77 0.000
#> Demo_37 24924.45 0.000
#> Demo_38 0.00 0.000
#> Demo_39 33977.36 32744.845
#> Demo_40 29792.69 13450.799
#> Demo_41 0.00 18132.204
#> Demo_42 26587.05 24253.449
#> Demo_43 30170.94 27028.439
#> Demo_44 34582.03 0.000
#> Demo_45 33645.92 0.000
#> Demo_46 0.00 31181.930
#> Demo_47 24496.20 16532.918
#> Demo_48 26450.33 24632.469
#> Demo_49 27307.49 26844.408
#> Demo_50 34259.65 18449.918
#> HILIC_pos_448_1172a6_8567 HILIC_pos_346_6405a3_2719
#> Demo_1 3503.792 26549.654
#> Demo_2 6580.277 27838.422
#> Demo_3 3640.264 33747.768
#> Demo_4 4463.996 12663.144
#> Demo_5 5648.307 14842.366
#> Demo_6 6911.674 39551.769
#> Demo_7 4068.310 24861.292
#> Demo_8 5707.620 18621.321
#> Demo_9 3764.727 25436.161
#> Demo_10 5979.400 32876.148
#> Demo_11 7440.551 29596.416
#> Demo_12 7341.835 30963.092
#> Demo_13 4697.705 24158.613
#> Demo_14 6150.538 0.000
#> Demo_15 4077.477 6994.093
#> Demo_16 3134.353 14497.329
#> Demo_17 5802.400 29457.665
#> Demo_18 0.000 24721.483
#> Demo_19 4581.453 24410.586
#> Demo_20 6602.982 13537.482
#> Demo_21 6951.016 31239.718
#> Demo_22 4320.621 27977.134
#> Demo_23 6518.310 9085.253
#> Demo_24 2765.345 18762.233
#> Demo_25 4643.586 26678.703
#> Demo_26 10799.300 40272.149
#> Demo_27 12715.247 35566.951
#> Demo_28 14954.008 23356.267
#> Demo_29 12827.375 36906.882
#> Demo_30 16348.899 38617.759
#> Demo_31 12299.613 33083.623
#> Demo_32 12970.085 35168.907
#> Demo_33 13376.061 36401.443
#> Demo_34 13398.106 29760.774
#> Demo_35 0.000 46761.238
#> Demo_36 15598.557 36782.072
#> Demo_37 12975.111 34041.148
#> Demo_38 15400.912 32333.021
#> Demo_39 0.000 40069.664
#> Demo_40 9494.677 40396.796
#> Demo_41 12785.330 31615.481
#> Demo_42 11794.328 49942.331
#> Demo_43 14841.262 36911.558
#> Demo_44 13953.159 38570.370
#> Demo_45 10827.981 25936.629
#> Demo_46 16492.251 41056.443
#> Demo_47 0.000 0.000
#> Demo_48 11361.743 25131.935
#> Demo_49 11974.741 32929.174
#> Demo_50 15600.289 29251.751
#> HILIC_pos_334_3285a1_7395 HILIC_pos_215_5364a2_6707
#> Demo_1 2520.257 18036.569
#> Demo_2 4484.835 26925.689
#> Demo_3 3158.478 15976.491
#> Demo_4 2166.096 9958.128
#> Demo_5 4152.352 21875.652
#> Demo_6 4655.574 19710.098
#> Demo_7 0.000 18648.270
#> Demo_8 0.000 7519.704
#> Demo_9 1767.724 16960.280
#> Demo_10 4168.191 18086.413
#> Demo_11 3225.845 16689.624
#> Demo_12 2825.307 11932.611
#> Demo_13 2009.037 17840.065
#> Demo_14 2937.579 30060.476
#> Demo_15 2959.819 15084.499
#> Demo_16 2498.826 13185.044
#> Demo_17 2300.258 11090.048
#> Demo_18 1785.583 20696.818
#> Demo_19 1798.068 12250.746
#> Demo_20 2499.650 9841.890
#> Demo_21 3884.149 14615.084
#> Demo_22 3991.222 28059.620
#> Demo_23 2089.609 9411.453
#> Demo_24 2958.231 24843.999
#> Demo_25 1826.185 14522.090
#> Demo_26 11703.290 29070.983
#> Demo_27 13134.249 22367.414
#> Demo_28 11702.917 31413.189
#> Demo_29 9503.439 30609.456
#> Demo_30 10943.467 23785.173
#> Demo_31 13557.933 31301.776
#> Demo_32 7804.920 25129.140
#> Demo_33 12749.854 27150.978
#> Demo_34 8918.390 18191.754
#> Demo_35 8374.824 13626.326
#> Demo_36 8915.750 31173.563
#> Demo_37 9944.999 17146.749
#> Demo_38 0.000 23576.358
#> Demo_39 8846.154 16324.803
#> Demo_40 8735.961 23762.770
#> Demo_41 10869.691 17332.474
#> Demo_42 7278.923 25640.408
#> Demo_43 5429.293 17927.253
#> Demo_44 9768.366 16856.307
#> Demo_45 0.000 28307.437
#> Demo_46 7410.862 30663.918
#> Demo_47 7352.607 22485.680
#> Demo_48 10324.584 0.000
#> Demo_49 7093.728 15258.965
#> Demo_50 8587.537 21107.233
#> RP_neg_458_0877a1_5798 RP_neg_365_8511a5_6086 RP_neg_369_5116a6_4389
#> Demo_1 27642.481 32671.39 16537.304
#> Demo_2 37436.871 27950.34 27895.376
#> Demo_3 0.000 33031.30 16739.227
#> Demo_4 23706.824 30040.74 20086.876
#> Demo_5 28551.317 46248.78 13822.591
#> Demo_6 36062.751 17049.42 16574.173
#> Demo_7 15189.138 33248.10 14072.142
#> Demo_8 14347.975 43929.23 10516.738
#> Demo_9 10506.528 36950.00 19539.999
#> Demo_10 21150.346 45416.39 5849.686
#> Demo_11 29435.464 39404.15 21036.884
#> Demo_12 27273.458 32609.91 20162.300
#> Demo_13 0.000 39753.93 12364.188
#> Demo_14 22242.712 41087.93 12658.214
#> Demo_15 42620.366 24795.75 13088.960
#> Demo_16 21479.796 48372.72 24919.971
#> Demo_17 28542.284 35462.79 33660.272
#> Demo_18 18556.520 42250.68 15202.575
#> Demo_19 17119.956 37556.59 12175.168
#> Demo_20 31821.961 33581.09 13098.737
#> Demo_21 26313.706 0.00 18544.031
#> Demo_22 23329.344 30574.93 17280.538
#> Demo_23 15757.859 33766.85 13227.682
#> Demo_24 7882.718 0.00 23480.221
#> Demo_25 15154.520 27243.94 13082.445
#> Demo_26 44372.517 41882.50 28412.307
#> Demo_27 34967.009 45517.27 27215.066
#> Demo_28 28197.602 29091.82 0.000
#> Demo_29 0.000 34372.32 30515.162
#> Demo_30 35970.496 36698.39 26551.516
#> Demo_31 39262.516 55770.46 28039.705
#> Demo_32 29745.720 42011.75 0.000
#> Demo_33 40053.048 41194.85 17739.658
#> Demo_34 21598.006 46200.00 28765.316
#> Demo_35 21625.722 39362.01 14803.010
#> Demo_36 27472.090 42861.96 28942.719
#> Demo_37 23901.500 59536.44 27861.609
#> Demo_38 31303.522 40475.58 25551.010
#> Demo_39 45044.697 56802.92 27553.354
#> Demo_40 13385.153 51348.56 24822.664
#> Demo_41 16703.495 57909.20 24690.258
#> Demo_42 33044.518 58006.44 15841.343
#> Demo_43 35875.416 31471.04 20671.965
#> Demo_44 25711.965 35685.24 18281.220
#> Demo_45 27387.870 43649.34 22428.713
#> Demo_46 33177.136 34826.27 13811.226
#> Demo_47 31502.822 27699.63 24030.967
#> Demo_48 18448.306 31228.78 0.000
#> Demo_49 24012.839 36220.74 21093.366
#> Demo_50 30677.385 41284.59 24614.832
#> RP_neg_222_4828a6_0392 RP_neg_114_84a3_0917 RP_neg_317_554a3_063
#> Demo_1 12737.326 21222.53 17485.507
#> Demo_2 12262.340 17336.15 5089.053
#> Demo_3 20521.124 29287.73 17116.180
#> Demo_4 11604.946 42751.76 20373.882
#> Demo_5 13334.002 12769.09 24910.096
#> Demo_6 14529.382 0.00 26241.392
#> Demo_7 15018.955 21441.19 19918.535
#> Demo_8 12670.688 27726.69 16597.437
#> Demo_9 11706.755 11470.18 24709.202
#> Demo_10 19199.972 25622.25 23676.447
#> Demo_11 14901.825 19941.93 21765.879
#> Demo_12 16855.952 30795.04 19504.403
#> Demo_13 13130.352 21231.58 23779.790
#> Demo_14 18924.757 36472.65 24148.774
#> Demo_15 9466.138 20194.40 15095.094
#> Demo_16 13580.032 18816.53 22707.561
#> Demo_17 10932.804 24272.97 31966.644
#> Demo_18 13352.876 0.00 19574.570
#> Demo_19 10963.922 22509.63 0.000
#> Demo_20 7956.729 17792.90 22362.133
#> Demo_21 18012.061 26908.68 26947.900
#> Demo_22 0.000 28784.75 14994.429
#> Demo_23 9339.200 23405.99 28200.475
#> Demo_24 14479.052 23530.49 0.000
#> Demo_25 12181.257 17214.77 21264.792
#> Demo_26 0.000 33516.37 21259.811
#> Demo_27 21795.345 30922.91 30136.213
#> Demo_28 20659.721 45328.81 0.000
#> Demo_29 14340.492 24751.39 17459.046
#> Demo_30 18011.514 32692.19 27126.616
#> Demo_31 18664.597 28384.65 21427.755
#> Demo_32 17660.064 33521.79 27969.138
#> Demo_33 21028.267 35720.57 19775.067
#> Demo_34 12540.307 27660.78 25452.577
#> Demo_35 26178.605 24784.85 24864.757
#> Demo_36 12997.451 18489.98 30480.002
#> Demo_37 3927.301 21526.28 30113.697
#> Demo_38 15323.747 0.00 28114.126
#> Demo_39 0.000 37069.97 22829.219
#> Demo_40 21688.372 33101.19 22169.668
#> Demo_41 18561.123 26394.55 32337.511
#> Demo_42 0.000 25779.66 28402.166
#> Demo_43 17232.268 31033.21 14751.433
#> Demo_44 18188.171 30437.58 30395.846
#> Demo_45 16159.681 25965.36 30836.692
#> Demo_46 16375.903 24315.93 28598.604
#> Demo_47 12944.947 26917.77 33874.212
#> Demo_48 19041.077 43704.84 27659.735
#> Demo_49 16627.286 32817.33 30904.473
#> Demo_50 13962.245 0.00 30772.826
#> RP_neg_419_897a3_9617 RP_neg_493_3039a6_7816 RP_neg_359_0517a7_3652
#> Demo_1 0.00 9779.074 0.00
#> Demo_2 0.00 13820.369 0.00
#> Demo_3 21774.90 9138.159 30294.51
#> Demo_4 19642.50 5393.755 29770.45
#> Demo_5 23385.12 6582.631 20930.37
#> Demo_6 17191.46 17523.772 25778.04
#> Demo_7 18419.85 11113.036 24157.68
#> Demo_8 11790.13 6341.112 0.00
#> Demo_9 12166.92 0.000 0.00
#> Demo_10 16696.80 8587.576 28396.62
#> Demo_11 11656.17 15088.259 29417.47
#> Demo_12 21277.61 10248.920 34570.18
#> Demo_13 18326.41 9740.764 25771.43
#> Demo_14 22579.12 8857.284 0.00
#> Demo_15 12101.67 9523.228 19571.69
#> Demo_16 15650.16 0.000 26893.15
#> Demo_17 12775.74 9297.974 35659.34
#> Demo_18 0.00 8806.995 26553.97
#> Demo_19 18217.77 8175.174 25577.40
#> Demo_20 19578.43 8747.813 25164.58
#> Demo_21 20712.93 6163.309 20757.69
#> Demo_22 21311.91 7641.870 23699.18
#> Demo_23 15959.24 6642.146 18765.58
#> Demo_24 17615.78 5995.287 17040.49
#> Demo_25 21282.09 9703.572 23976.60
#> Demo_26 20974.72 15809.050 30076.33
#> Demo_27 25394.29 18818.111 35137.56
#> Demo_28 22514.74 16603.727 29597.37
#> Demo_29 22295.14 14481.734 0.00
#> Demo_30 21784.90 14576.411 33402.51
#> Demo_31 22266.19 0.000 42626.02
#> Demo_32 21713.65 12574.154 34898.22
#> Demo_33 25586.43 11917.186 30121.98
#> Demo_34 24769.48 13590.046 44165.76
#> Demo_35 26005.09 12902.608 34426.92
#> Demo_36 25936.71 10874.295 45854.22
#> Demo_37 27968.32 16985.851 37981.52
#> Demo_38 23215.90 16461.930 40362.58
#> Demo_39 21749.12 18515.000 43843.52
#> Demo_40 25890.81 16423.054 34758.37
#> Demo_41 30336.16 19571.502 0.00
#> Demo_42 26259.54 10610.427 0.00
#> Demo_43 19142.72 13631.816 0.00
#> Demo_44 28673.51 11265.952 40841.38
#> Demo_45 27760.61 8545.218 34692.31
#> Demo_46 24273.37 21351.354 37077.04
#> Demo_47 32689.22 15385.429 44226.56
#> Demo_48 28966.69 15708.151 34267.69
#> Demo_49 28363.46 10895.964 29177.68
#> Demo_50 25357.15 11761.493 36902.98
#> RP_neg_435_8009a6_2215 RP_neg_358_2061a5_2818 RP_neg_397_2502a3_7998
#> Demo_1 23591.56 5137.148 24761.416
#> Demo_2 20624.80 1062.904 17813.049
#> Demo_3 19754.69 0.000 28305.690
#> Demo_4 21873.68 2840.441 21454.607
#> Demo_5 31685.66 4975.144 12252.365
#> Demo_6 25034.63 7327.390 0.000
#> Demo_7 31756.51 4560.634 0.000
#> Demo_8 41633.29 2335.304 13726.383
#> Demo_9 31581.84 4632.903 18999.621
#> Demo_10 25373.25 2975.278 9130.927
#> Demo_11 34229.64 5161.700 12921.777
#> Demo_12 24094.21 5465.525 26639.268
#> Demo_13 27460.72 4784.685 19958.353
#> Demo_14 21372.48 7200.389 20674.615
#> Demo_15 16971.95 4160.075 25355.620
#> Demo_16 23837.99 4909.613 17333.640
#> Demo_17 17144.72 5125.793 16197.176
#> Demo_18 34430.58 6716.246 11694.755
#> Demo_19 25870.74 4560.413 20157.389
#> Demo_20 40519.78 4060.557 10366.435
#> Demo_21 36081.26 4540.130 18104.311
#> Demo_22 40312.90 0.000 20239.706
#> Demo_23 0.00 5857.398 15619.287
#> Demo_24 23892.80 3862.531 14754.826
#> Demo_25 30086.04 0.000 18840.376
#> Demo_26 0.00 10850.890 31134.710
#> Demo_27 25808.15 10851.386 0.000
#> Demo_28 36506.67 9763.750 22015.585
#> Demo_29 30120.41 0.000 20259.298
#> Demo_30 32502.08 5708.827 27717.342
#> Demo_31 38419.13 7434.272 36305.244
#> Demo_32 38934.64 8745.126 28342.810
#> Demo_33 36863.17 0.000 23927.307
#> Demo_34 35096.85 11856.572 24300.946
#> Demo_35 24305.40 8359.917 23694.553
#> Demo_36 30909.43 11187.666 20835.347
#> Demo_37 0.00 11728.549 17196.525
#> Demo_38 41774.01 10336.185 29051.143
#> Demo_39 40494.67 6494.979 32521.046
#> Demo_40 0.00 7814.128 18569.140
#> Demo_41 36426.36 14430.175 20830.357
#> Demo_42 27117.24 6162.744 25136.707
#> Demo_43 45691.03 11488.183 20582.916
#> Demo_44 42879.28 13064.379 22895.914
#> Demo_45 33259.46 9546.759 23953.980
#> Demo_46 37716.80 7343.381 32680.118
#> Demo_47 34958.01 10700.879 20408.669
#> Demo_48 39518.91 9157.886 30586.457
#> Demo_49 26951.10 8223.422 33129.008
#> Demo_50 39913.47 8297.671 24697.754
#> RP_neg_165_9294a3_4261 RP_neg_413_1764a3_6741 RP_neg_115_4062a7_7329
#> Demo_1 17516.04 14353.05 20556.32
#> Demo_2 29397.39 0.00 34270.08
#> Demo_3 15299.98 18387.16 37528.37
#> Demo_4 21085.76 11915.74 27943.91
#> Demo_5 21096.56 14801.10 32495.07
#> Demo_6 0.00 18811.73 31937.42
#> Demo_7 19266.24 0.00 25034.04
#> Demo_8 19231.71 0.00 32434.98
#> Demo_9 16087.32 13239.26 26591.53
#> Demo_10 19976.81 15056.36 40782.10
#> Demo_11 14829.07 17184.09 27357.66
#> Demo_12 31619.49 18990.93 38389.26
#> Demo_13 20752.05 16451.49 28309.57
#> Demo_14 22879.62 19225.14 11928.36
#> Demo_15 17440.35 0.00 37072.39
#> Demo_16 24100.16 15492.45 43181.02
#> Demo_17 28991.92 24315.39 22173.29
#> Demo_18 25622.83 17387.14 19254.55
#> Demo_19 17582.84 17332.35 31161.78
#> Demo_20 19361.07 14239.22 24313.77
#> Demo_21 15959.27 19002.54 50885.68
#> Demo_22 12439.37 15777.16 32697.86
#> Demo_23 29771.54 17151.89 29593.39
#> Demo_24 21432.29 19063.96 43437.95
#> Demo_25 16869.38 19045.05 25307.76
#> Demo_26 22080.85 19626.80 26387.84
#> Demo_27 22302.41 24560.42 29264.25
#> Demo_28 21918.49 18239.20 39219.41
#> Demo_29 27694.75 26747.22 45900.60
#> Demo_30 24723.14 30958.02 35105.40
#> Demo_31 0.00 22234.04 38449.21
#> Demo_32 22769.02 24211.90 33445.59
#> Demo_33 24140.11 26967.84 35706.35
#> Demo_34 20812.22 24843.10 35705.20
#> Demo_35 27663.04 28535.39 38608.90
#> Demo_36 25086.75 27910.30 25055.19
#> Demo_37 26988.56 23744.07 43443.96
#> Demo_38 26956.55 27724.02 40180.75
#> Demo_39 0.00 23354.05 37515.14
#> Demo_40 32344.70 29059.84 39258.83
#> Demo_41 26778.63 35298.19 32457.99
#> Demo_42 27804.08 0.00 44455.67
#> Demo_43 33682.56 25263.22 43104.21
#> Demo_44 22596.98 25992.97 31968.23
#> Demo_45 29719.83 25514.92 40207.25
#> Demo_46 29608.53 32815.47 37394.07
#> Demo_47 29763.49 36373.84 36688.81
#> Demo_48 21045.59 29883.41 35346.14
#> Demo_49 33972.94 34327.48 29917.80
#> Demo_50 24559.68 27536.17 40021.53
#> RP_neg_300_1295a1_6959 RP_neg_177_6084a5_2913 RP_neg_134_1196a2_9606
#> Demo_1 27124.802 3844.446 8048.658
#> Demo_2 26243.120 3591.619 9553.202
#> Demo_3 16804.431 2489.554 7721.296
#> Demo_4 20980.827 3287.172 10053.116
#> Demo_5 24274.694 5319.787 12673.406
#> Demo_6 22977.023 3836.802 8298.799
#> Demo_7 17577.247 5005.347 7964.492
#> Demo_8 0.000 4545.676 9611.455
#> Demo_9 21356.903 5272.824 9382.784
#> Demo_10 13384.424 4048.895 9711.342
#> Demo_11 23609.938 5606.626 12942.282
#> Demo_12 0.000 3415.074 12468.738
#> Demo_13 16572.113 4322.341 0.000
#> Demo_14 11159.152 6900.563 13382.513
#> Demo_15 16452.866 4445.037 11655.122
#> Demo_16 16857.022 4984.288 9029.119
#> Demo_17 22037.681 4622.970 15244.075
#> Demo_18 20459.055 0.000 11360.741
#> Demo_19 0.000 4757.415 10370.051
#> Demo_20 33044.931 4066.688 9088.742
#> Demo_21 9327.979 4233.280 12702.893
#> Demo_22 19073.668 4114.431 7722.969
#> Demo_23 28817.285 5130.480 10628.662
#> Demo_24 6959.217 7189.575 0.000
#> Demo_25 15745.236 5516.610 11020.450
#> Demo_26 35678.177 10494.752 0.000
#> Demo_27 23088.187 10204.507 15068.110
#> Demo_28 28942.317 0.000 0.000
#> Demo_29 25254.199 13191.517 19318.712
#> Demo_30 22773.594 12440.886 23722.862
#> Demo_31 34369.488 13016.650 17313.285
#> Demo_32 26628.607 12365.865 21500.613
#> Demo_33 39745.901 15021.963 22655.086
#> Demo_34 32208.033 10736.814 16192.492
#> Demo_35 21971.222 8289.710 23362.501
#> Demo_36 27546.073 12696.642 19238.994
#> Demo_37 20468.534 11219.611 11766.207
#> Demo_38 24317.661 14730.527 20952.064
#> Demo_39 36349.704 10195.412 0.000
#> Demo_40 10526.608 0.000 17236.999
#> Demo_41 18439.150 13824.537 21113.560
#> Demo_42 19172.551 12466.826 20241.756
#> Demo_43 25144.741 13601.241 22595.221
#> Demo_44 28798.756 15493.604 17984.280
#> Demo_45 14332.396 0.000 19337.527
#> Demo_46 25236.760 0.000 23892.910
#> Demo_47 20781.864 16047.475 19899.925
#> Demo_48 31783.673 14082.544 0.000
#> Demo_49 18409.453 13976.344 0.000
#> Demo_50 24056.015 14684.550 22821.011
#> RP_neg_139_4456a4_1251 RP_neg_385_6867a4_136 RP_pos_490_9235a4_0176
#> Demo_1 22042.14 9795.431 4237.887
#> Demo_2 29859.39 18156.735 4288.364
#> Demo_3 18245.79 10485.267 6012.477
#> Demo_4 17532.16 14809.505 9460.195
#> Demo_5 10807.08 14535.747 4982.011
#> Demo_6 10783.53 16186.823 6759.604
#> Demo_7 24200.61 12214.572 4456.269
#> Demo_8 20806.63 20485.445 7371.201
#> Demo_9 21868.19 19333.127 6590.484
#> Demo_10 14705.41 4166.869 6929.498
#> Demo_11 31497.58 14477.118 3315.220
#> Demo_12 0.00 19040.040 5341.234
#> Demo_13 21671.99 12899.580 5763.631
#> Demo_14 14579.33 15467.870 2736.921
#> Demo_15 0.00 13196.707 2095.365
#> Demo_16 19964.34 14205.721 4018.296
#> Demo_17 25745.66 9882.021 3310.710
#> Demo_18 18911.47 11549.446 7050.537
#> Demo_19 0.00 15165.405 4993.150
#> Demo_20 26254.56 18982.906 5269.439
#> Demo_21 22899.63 16439.349 5038.686
#> Demo_22 27303.80 15881.207 6369.101
#> Demo_23 19901.34 13475.659 8322.629
#> Demo_24 16701.05 10083.204 5777.523
#> Demo_25 26536.26 0.000 5743.973
#> Demo_26 18382.52 19212.037 13922.765
#> Demo_27 0.00 14775.527 13856.030
#> Demo_28 33463.99 23493.496 13977.840
#> Demo_29 15236.96 0.000 13125.507
#> Demo_30 29487.89 26855.766 18561.858
#> Demo_31 0.00 25967.101 0.000
#> Demo_32 22421.99 20430.493 16664.201
#> Demo_33 30099.99 22211.631 19006.823
#> Demo_34 23382.90 20605.647 11025.454
#> Demo_35 21240.12 19871.185 0.000
#> Demo_36 27860.95 19407.614 17596.868
#> Demo_37 18030.86 18887.644 11803.585
#> Demo_38 22391.38 24082.557 18299.186
#> Demo_39 36031.87 19046.414 15299.599
#> Demo_40 21814.17 22911.698 18011.868
#> Demo_41 32291.25 19462.257 20737.373
#> Demo_42 26907.00 0.000 12277.757
#> Demo_43 32813.46 19555.700 17834.569
#> Demo_44 22591.30 28595.579 16599.491
#> Demo_45 27098.40 24737.188 13210.905
#> Demo_46 30896.37 21069.286 15779.193
#> Demo_47 23981.90 22113.660 18006.985
#> Demo_48 0.00 23927.706 12475.346
#> Demo_49 34252.82 19656.758 14916.624
#> Demo_50 24938.78 23913.442 0.000
#> RP_pos_383_4976a2_6503 RP_pos_344_9911a1_9656 RP_pos_117_7095a4_0945
#> Demo_1 17682.060 14100.298 26025.374
#> Demo_2 0.000 20967.379 30661.490
#> Demo_3 14782.113 9917.908 22720.083
#> Demo_4 17353.351 19411.827 24526.015
#> Demo_5 5857.009 14996.379 26096.723
#> Demo_6 17955.669 19750.009 26109.278
#> Demo_7 14875.236 16331.844 18349.036
#> Demo_8 17079.857 13183.197 14815.381
#> Demo_9 14140.812 19122.839 17576.700
#> Demo_10 14709.813 12916.736 34401.066
#> Demo_11 8829.222 17972.214 16042.954
#> Demo_12 16666.322 24215.840 10581.991
#> Demo_13 15524.842 15520.672 22128.539
#> Demo_14 0.000 13709.201 4584.569
#> Demo_15 8962.099 11648.747 16011.743
#> Demo_16 18456.510 13020.486 23227.274
#> Demo_17 6637.243 19986.133 30706.863
#> Demo_18 11215.611 11816.806 25618.106
#> Demo_19 11303.386 14400.726 18054.435
#> Demo_20 7025.005 8978.931 19416.532
#> Demo_21 7836.010 12985.343 24736.747
#> Demo_22 5793.983 17998.069 29596.105
#> Demo_23 18007.589 23479.344 17732.643
#> Demo_24 12440.536 20314.816 14106.764
#> Demo_25 15293.370 16261.692 16501.145
#> Demo_26 22966.788 22776.672 31964.595
#> Demo_27 28144.927 18852.265 26657.663
#> Demo_28 15541.966 20435.396 0.000
#> Demo_29 15810.529 23886.274 19599.951
#> Demo_30 17990.422 33539.766 35239.787
#> Demo_31 26886.019 26612.376 35121.746
#> Demo_32 20837.441 23734.971 26060.897
#> Demo_33 15708.041 21417.436 24420.357
#> Demo_34 18654.847 17197.072 30000.588
#> Demo_35 21809.524 19046.311 34941.061
#> Demo_36 12857.693 10713.411 27323.891
#> Demo_37 29680.743 31710.584 27673.181
#> Demo_38 17571.386 25351.141 30036.325
#> Demo_39 9910.994 22952.059 14617.859
#> Demo_40 0.000 24052.107 15027.904
#> Demo_41 0.000 30266.204 30765.896
#> Demo_42 18230.720 25858.322 0.000
#> Demo_43 28124.362 22911.919 23003.550
#> Demo_44 20981.163 24071.920 0.000
#> Demo_45 16586.626 21671.464 18592.276
#> Demo_46 16777.497 30458.434 20768.310
#> Demo_47 17422.426 25040.396 27031.538
#> Demo_48 21849.139 35900.053 29245.500
#> Demo_49 10797.550 26233.002 19376.836
#> Demo_50 19640.525 28059.543 24944.871
#> RP_pos_294_9596a6_7569 RP_pos_460_4815a0_8843 RP_pos_272_3545a3_5592
#> Demo_1 10266.824 31688.261 30188.260
#> Demo_2 17809.584 29930.988 21596.222
#> Demo_3 6965.798 34368.028 28764.738
#> Demo_4 15175.234 0.000 30188.519
#> Demo_5 12766.173 20130.612 25358.109
#> Demo_6 15162.866 27517.769 26601.529
#> Demo_7 11397.648 29780.865 21826.209
#> Demo_8 6525.035 20885.039 15344.462
#> Demo_9 16894.431 0.000 24252.279
#> Demo_10 0.000 21885.379 31552.869
#> Demo_11 11080.007 4695.736 18356.095
#> Demo_12 10319.845 14762.247 20232.269
#> Demo_13 12539.138 33171.465 21931.843
#> Demo_14 14999.331 21666.755 24855.245
#> Demo_15 13332.329 3708.936 23821.124
#> Demo_16 16193.483 15444.261 17281.283
#> Demo_17 11884.029 11746.990 36902.727
#> Demo_18 0.000 25727.394 15040.149
#> Demo_19 12172.723 0.000 26162.606
#> Demo_20 9301.258 7594.448 48026.131
#> Demo_21 0.000 20812.408 7026.475
#> Demo_22 16467.311 16932.578 28794.081
#> Demo_23 9486.456 31556.744 32810.458
#> Demo_24 9696.333 12093.086 28173.459
#> Demo_25 12656.737 31912.589 20230.325
#> Demo_26 20910.626 35206.406 37390.064
#> Demo_27 20058.885 31982.483 33889.182
#> Demo_28 24284.225 13700.718 36139.325
#> Demo_29 0.000 0.000 32205.374
#> Demo_30 22681.092 33111.923 36480.386
#> Demo_31 20816.739 33436.379 29451.807
#> Demo_32 23390.734 34702.471 33775.327
#> Demo_33 18162.980 28786.701 26275.067
#> Demo_34 20552.595 32280.281 32811.808
#> Demo_35 20200.235 29390.089 29360.406
#> Demo_36 17709.942 20436.546 24601.230
#> Demo_37 0.000 31038.951 39636.252
#> Demo_38 24608.754 24707.362 30174.924
#> Demo_39 23070.993 24147.224 28482.647
#> Demo_40 0.000 13157.217 23819.349
#> Demo_41 19537.726 25395.485 27111.379
#> Demo_42 21044.018 8584.651 32040.553
#> Demo_43 28131.164 15934.967 42814.200
#> Demo_44 0.000 26226.302 0.000
#> Demo_45 13716.151 23599.134 40064.053
#> Demo_46 25982.230 20983.454 31132.240
#> Demo_47 18906.693 29162.712 0.000
#> Demo_48 22235.239 33580.902 36065.046
#> Demo_49 20430.392 26666.662 12676.605
#> Demo_50 23450.509 27596.692 27473.773
#> RP_pos_409_2445a2_4149 RP_pos_245_9925a3_6251 RP_pos_369_1069a1_6271
#> Demo_1 29300.40 11071.660 10431.226
#> Demo_2 17904.03 12568.009 0.000
#> Demo_3 14541.38 14165.399 8134.875
#> Demo_4 15476.57 11163.542 16775.663
#> Demo_5 29697.51 0.000 13171.957
#> Demo_6 28601.16 11448.587 13355.363
#> Demo_7 23749.19 8306.422 10021.918
#> Demo_8 22349.76 10294.798 16780.903
#> Demo_9 13828.69 12730.436 0.000
#> Demo_10 21691.96 15545.061 12129.474
#> Demo_11 15399.50 10915.284 9947.151
#> Demo_12 34810.71 9665.084 10733.356
#> Demo_13 23165.93 9770.794 11614.376
#> Demo_14 31129.97 8438.247 15537.121
#> Demo_15 19372.30 9042.005 14382.468
#> Demo_16 24922.36 12211.636 14099.579
#> Demo_17 19368.06 6356.227 11231.761
#> Demo_18 26866.06 8149.171 11744.452
#> Demo_19 19286.56 6644.213 11021.656
#> Demo_20 20429.43 10093.847 8819.258
#> Demo_21 11173.95 11096.098 11752.234
#> Demo_22 21721.43 9222.017 13013.991
#> Demo_23 17524.57 6827.740 0.000
#> Demo_24 17903.24 7766.731 9223.041
#> Demo_25 22942.81 8162.552 10332.567
#> Demo_26 32668.48 19480.036 21935.993
#> Demo_27 35186.67 21867.846 19082.551
#> Demo_28 25377.33 13151.076 13511.488
#> Demo_29 0.00 20304.289 28346.059
#> Demo_30 35621.55 0.000 14675.891
#> Demo_31 32690.54 16604.897 22504.035
#> Demo_32 29766.50 13855.068 20479.159
#> Demo_33 22159.33 8771.706 20642.057
#> Demo_34 30705.29 6652.511 21095.744
#> Demo_35 0.00 22311.648 19098.174
#> Demo_36 26483.75 18634.195 22898.267
#> Demo_37 0.00 0.000 15857.556
#> Demo_38 31470.42 13529.497 22445.820
#> Demo_39 33266.61 19006.228 26350.239
#> Demo_40 23216.16 15536.512 16952.022
#> Demo_41 31490.90 16619.049 21127.294
#> Demo_42 30288.69 14504.389 18484.603
#> Demo_43 19381.34 10972.782 20655.102
#> Demo_44 25169.08 7345.686 24815.132
#> Demo_45 16578.04 15837.069 26346.004
#> Demo_46 35208.14 20850.493 22972.892
#> Demo_47 27273.24 10072.540 18929.899
#> Demo_48 23445.04 18494.471 22620.785
#> Demo_49 23345.56 16663.677 26987.741
#> Demo_50 30922.10 12472.567 25008.679
#> RP_pos_174_0715a4_3465 RP_pos_324_6195a4_7743 RP_pos_149_432a4_1341
#> Demo_1 22689.44 10006.762 22817.97
#> Demo_2 11294.47 13358.013 11525.11
#> Demo_3 12701.25 9386.096 30683.51
#> Demo_4 22131.12 6262.294 25244.33
#> Demo_5 32268.38 9270.838 25574.09
#> Demo_6 26267.98 7422.307 26464.56
#> Demo_7 23653.49 7871.130 18099.19
#> Demo_8 26581.74 15280.032 19054.01
#> Demo_9 26524.53 0.000 22059.90
#> Demo_10 20784.55 0.000 0.00
#> Demo_11 17103.16 12933.052 29170.78
#> Demo_12 33853.07 11182.866 0.00
#> Demo_13 25352.71 8159.695 16959.14
#> Demo_14 31295.99 7921.743 10417.52
#> Demo_15 23764.88 9541.848 27811.91
#> Demo_16 22921.69 5262.687 12992.71
#> Demo_17 28070.59 7917.768 12406.46
#> Demo_18 0.00 6456.182 22814.48
#> Demo_19 23936.58 7877.897 14385.25
#> Demo_20 29001.93 4009.156 0.00
#> Demo_21 41206.65 11489.980 17341.96
#> Demo_22 16619.00 5468.469 0.00
#> Demo_23 22018.58 9014.755 26834.83
#> Demo_24 18367.21 9514.644 16344.53
#> Demo_25 29416.71 6401.168 11959.99
#> Demo_26 23648.66 14234.896 31619.61
#> Demo_27 28056.47 12474.310 33711.78
#> Demo_28 31664.43 0.000 28762.52
#> Demo_29 33168.59 13302.190 23268.25
#> Demo_30 36712.93 16426.472 36389.02
#> Demo_31 29038.51 17987.973 34092.98
#> Demo_32 27573.54 11836.335 20104.76
#> Demo_33 36227.61 7327.618 20281.81
#> Demo_34 39635.81 15574.487 0.00
#> Demo_35 47150.23 13350.498 13016.12
#> Demo_36 28172.42 13536.587 26539.30
#> Demo_37 20339.02 14079.443 22053.93
#> Demo_38 26239.93 14976.712 28511.95
#> Demo_39 27882.80 0.000 12439.35
#> Demo_40 32777.97 16770.026 16565.16
#> Demo_41 23082.45 22150.168 13639.78
#> Demo_42 36028.80 16525.485 10592.95
#> Demo_43 31904.54 11640.234 25079.40
#> Demo_44 28639.75 14213.758 20235.12
#> Demo_45 24041.32 15587.282 20254.78
#> Demo_46 25356.25 18378.360 20245.18
#> Demo_47 33915.81 16175.924 28880.20
#> Demo_48 28611.45 15897.229 22813.31
#> Demo_49 26221.19 13959.333 12817.89
#> Demo_50 28970.59 12778.744 21834.40
#> RP_pos_461_5891a7_1505 RP_pos_458_263a4_3477 RP_pos_226_7218a3_1371
#> Demo_1 14277.723 9330.848 0.00
#> Demo_2 14973.973 11204.948 0.00
#> Demo_3 4126.481 13787.590 15098.87
#> Demo_4 21222.287 0.000 24627.18
#> Demo_5 19931.741 6473.272 35872.68
#> Demo_6 0.000 0.000 32553.97
#> Demo_7 15871.545 0.000 28471.46
#> Demo_8 15486.988 9629.660 26067.48
#> Demo_9 22265.884 14436.345 17776.50
#> Demo_10 17273.669 12995.157 18572.56
#> Demo_11 21630.678 13909.376 0.00
#> Demo_12 27839.921 16986.158 31317.15
#> Demo_13 14974.300 7952.845 31763.06
#> Demo_14 17746.089 14962.976 37360.21
#> Demo_15 16313.351 9776.330 15971.61
#> Demo_16 23345.727 9852.652 29497.18
#> Demo_17 21442.790 8787.361 0.00
#> Demo_18 18052.232 11875.229 28041.32
#> Demo_19 17707.418 7047.687 26660.78
#> Demo_20 19520.544 8653.542 21350.87
#> Demo_21 22534.002 12422.451 29924.46
#> Demo_22 22701.638 7493.953 29264.68
#> Demo_23 19409.616 19970.594 40699.74
#> Demo_24 12201.307 16152.869 31060.56
#> Demo_25 15088.638 7507.630 27469.48
#> Demo_26 22902.065 22345.032 40303.29
#> Demo_27 23014.210 16357.880 40627.34
#> Demo_28 21766.909 21825.855 40832.25
#> Demo_29 26561.153 0.000 36310.11
#> Demo_30 30750.285 20342.332 26594.76
#> Demo_31 37302.183 8791.548 38840.46
#> Demo_32 26807.474 20144.051 47285.45
#> Demo_33 30199.666 12560.843 43665.43
#> Demo_34 25523.439 17822.347 38085.71
#> Demo_35 32438.927 22811.346 46321.39
#> Demo_36 33555.000 26049.772 32672.84
#> Demo_37 29662.358 18377.043 50914.42
#> Demo_38 26922.700 17448.695 41162.88
#> Demo_39 21480.430 18141.645 36030.48
#> Demo_40 26794.456 20344.126 33907.41
#> Demo_41 28785.793 20254.339 35191.69
#> Demo_42 25939.425 8952.723 0.00
#> Demo_43 33179.083 14106.108 0.00
#> Demo_44 24567.494 15602.572 45430.53
#> Demo_45 22708.934 17340.539 33152.08
#> Demo_46 35647.443 15798.496 47095.96
#> Demo_47 29265.343 16135.377 37155.34
#> Demo_48 0.000 19843.772 41465.63
#> Demo_49 23017.390 18334.292 35878.10
#> Demo_50 33605.454 15017.652 36023.77
#> RP_pos_280_3779a4_0424 RP_pos_447_3232a2_2393 RP_pos_453_282a5_128
#> Demo_1 12103.978 0.000 16593.213
#> Demo_2 8138.567 5282.648 16456.869
#> Demo_3 8913.693 4249.407 25383.547
#> Demo_4 12965.614 2845.611 26861.324
#> Demo_5 5320.602 4029.438 0.000
#> Demo_6 19450.417 4285.135 21404.728
#> Demo_7 13112.194 2575.872 18569.859
#> Demo_8 16682.569 3540.138 32856.211
#> Demo_9 7291.871 3620.725 27111.266
#> Demo_10 16795.367 3765.301 19555.883
#> Demo_11 15901.973 3109.231 31360.774
#> Demo_12 11338.909 5139.100 16370.351
#> Demo_13 15152.846 2685.988 20703.889
#> Demo_14 11767.714 0.000 8949.317
#> Demo_15 13860.023 4391.168 21478.434
#> Demo_16 0.000 4079.799 11279.086
#> Demo_17 4531.751 3424.477 31771.057
#> Demo_18 12583.641 2490.126 33249.553
#> Demo_19 14997.229 2650.580 0.000
#> Demo_20 6660.322 4766.255 18176.658
#> Demo_21 13373.834 4877.576 16993.287
#> Demo_22 15067.964 2500.657 0.000
#> Demo_23 14614.313 5766.469 35295.286
#> Demo_24 0.000 2399.940 33334.823
#> Demo_25 14220.384 2294.673 19821.015
#> Demo_26 13156.304 12027.309 0.000
#> Demo_27 0.000 11021.809 20709.912
#> Demo_28 21549.269 11759.069 32194.600
#> Demo_29 19627.584 11111.581 35804.589
#> Demo_30 21144.020 11552.068 28140.247
#> Demo_31 22557.681 12676.140 20486.390
#> Demo_32 16937.727 8971.789 33964.452
#> Demo_33 23072.061 0.000 36922.256
#> Demo_34 27336.630 9686.707 27478.789
#> Demo_35 21612.167 9896.573 36658.944
#> Demo_36 12766.261 12135.621 38534.170
#> Demo_37 0.000 9025.173 30315.596
#> Demo_38 15445.265 10909.142 37549.124
#> Demo_39 19229.133 11272.712 19704.185
#> Demo_40 19477.405 11139.160 36067.646
#> Demo_41 19417.009 7632.700 38262.864
#> Demo_42 22202.119 13065.363 40900.327
#> Demo_43 0.000 10522.172 39820.368
#> Demo_44 18020.759 7752.091 39875.210
#> Demo_45 15061.916 0.000 31421.477
#> Demo_46 18323.918 7375.840 32255.584
#> Demo_47 22180.472 10492.999 30470.378
#> Demo_48 19587.062 10073.470 29363.045
#> Demo_49 13953.975 8802.606 39144.781
#> Demo_50 16749.074 9794.668 40218.958
#> RP_pos_153_9636a7_9986
#> Demo_1 0.000
#> Demo_2 7826.645
#> Demo_3 8799.518
#> Demo_4 6834.312
#> Demo_5 0.000
#> Demo_6 7979.740
#> Demo_7 9608.797
#> Demo_8 3696.684
#> Demo_9 9061.354
#> Demo_10 7919.092
#> Demo_11 5072.799
#> Demo_12 6147.846
#> Demo_13 11261.859
#> Demo_14 7234.797
#> Demo_15 8559.525
#> Demo_16 0.000
#> Demo_17 2517.879
#> Demo_18 6553.340
#> Demo_19 10397.231
#> Demo_20 3296.753
#> Demo_21 11442.196
#> Demo_22 9290.146
#> Demo_23 8864.199
#> Demo_24 0.000
#> Demo_25 0.000
#> Demo_26 15303.344
#> Demo_27 0.000
#> Demo_28 18607.788
#> Demo_29 10638.601
#> Demo_30 14772.907
#> Demo_31 11901.898
#> Demo_32 15498.366
#> Demo_33 10534.252
#> Demo_34 15343.995
#> Demo_35 10007.283
#> Demo_36 12337.743
#> Demo_37 16190.032
#> Demo_38 12215.015
#> Demo_39 13053.717
#> Demo_40 11206.935
#> Demo_41 12521.312
#> Demo_42 0.000
#> Demo_43 9960.175
#> Demo_44 9804.544
#> Demo_45 14787.763
#> Demo_46 9387.237
#> Demo_47 15214.665
#> Demo_48 0.000
#> Demo_49 11958.438
#> Demo_50 10615.150