Runs a single Metropolis Hastings MCMC sweep across all nodes at specified level (For algorithm details see Piexoto, 2018). Each node is given a chance to move blocks or stay in current block and all nodes are processed in random order. Takes the level that the sweep should take place on (int) and if new blocks blocks can be proposed and empty blocks removed (boolean).
mcmc_sweep( sbm, num_sweeps = 1, eps = 0.1, variable_num_blocks = TRUE, track_pairs = FALSE, level = 0, verbose = FALSE )
| sbm |
|
|---|---|
| num_sweeps | Number of times all nodes are passed through for move proposals. |
| eps | Controls randomness of move proposals. Effects both the block merging and mcmc sweeps. |
| variable_num_blocks | Should the model allow new blocks to be created or empty blocks removed while sweeping or should number of blocks remain constant? |
| track_pairs | Return a dataframe with all pairs of nodes along with the number of sweeps they shared the same group? |
| level | Level of nodes who's blocks will have their block membership run through MCMC proposal-accept routine. |
| verbose | If set to |
An S3 object of class sbm_network. For details see
new_sbm_network section "Class structure."
Other modeling:
choose_best_collapse_state(),
collapse_blocks(),
collapse_run(),
get_block_edge_counts(),
get_entropy(),
get_num_blocks(),
get_state()
set.seed(42) # Start with a small simulated network with random block assignments net <- sim_basic_block_network(n_blocks = 4, n_nodes_per_block = 15) %>% initialize_blocks(num_blocks = 4) # Calculate entropy with random blocks get_entropy(net)#> [1] 1283.528# Run some MCMC sweeps net <- mcmc_sweep(net, num_sweeps = 25, variable_num_blocks = FALSE) # Entropy after sweeps get_entropy(net)#> [1] 1283.733#> $nodes_moved #> [1] "g3_9" "g3_11" "g2_8" "g1_13" "g1_12" "g4_6" "g4_8" "g2_9" "g2_15" #> [10] "g4_2" "g3_2" "g2_5" "g1_5" "g1_7" "g1_3" "g4_12" "g1_6" "g3_4" #> [19] "g3_12" "g1_11" "g1_2" "g3_15" "g4_9" "g3_7" "g1_8" "g4_3" "g2_14" #> [28] "g4_7" "g2_1" "g1_1" "g2_10" "g3_14" "g4_10" "g2_7" "g4_5" "g1_2" #> [37] "g3_2" "g3_12" "g1_7" "g1_15" "g4_4" "g2_6" "g1_13" "g4_14" "g3_15" #> [46] "g3_1" "g4_11" "g4_13" "g2_13" "g4_10" "g3_13" "g1_4" "g2_15" "g2_7" #> [55] "g3_11" "g3_10" "g1_6" "g4_3" "g3_6" "g3_7" "g1_1" "g2_14" "g3_4" #> [64] "g3_2" "g4_10" "g1_11" "g4_6" "g1_12" "g2_4" "g3_14" "g4_7" "g3_1" #> [73] "g3_12" "g1_2" "g4_5" "g1_9" "g4_13" "g3_3" "g2_6" "g2_10" "g2_1" #> [82] "g3_7" "g4_3" "g3_13" "g4_4" "g3_9" "g4_1" "g1_7" "g1_4" "g1_5" #> [91] "g2_11" "g2_5" "g3_11" "g4_14" "g4_2" "g3_8" "g3_10" "g2_2" "g2_8" #> [100] "g2_3" "g1_15" "g2_14" "g2_6" "g3_1" "g1_1" "g3_10" "g4_10" "g3_15" #> [109] "g4_4" "g2_4" "g1_6" "g1_13" "g4_1" "g3_2" "g3_4" "g1_7" "g1_15" #> [118] "g1_12" "g3_11" "g2_3" "g2_2" "g4_7" "g3_14" "g4_3" "g2_13" "g1_14" #> [127] "g3_3" "g3_13" "g4_11" "g2_8" "g2_11" "g1_4" "g4_5" "g2_10" "g4_14" #> [136] "g1_11" "g1_2" "g2_3" "g1_6" "g4_13" "g2_13" "g1_15" "g3_2" "g2_11" #> [145] "g3_5" "g4_1" "g4_11" "g3_12" "g1_13" "g2_10" "g2_4" "g4_7" "g2_1" #> [154] "g3_1" "g2_7" "g3_4" "g4_14" "g4_9" "g2_9" "g2_6" "g4_4" "g1_7" #> [163] "g3_6" "g4_8" "g2_8" "g2_2" "g1_4" "g3_11" "g3_15" "g3_10" "g1_11" #> [172] "g1_8" "g4_10" "g4_3" "g1_6" "g4_11" "g3_11" "g1_10" "g2_3" "g2_10" #> [181] "g1_15" "g3_5" "g4_7" "g2_12" "g3_12" "g4_4" "g2_13" "g3_3" "g4_1" #> [190] "g4_12" "g2_8" "g4_14" "g3_1" "g3_15" "g2_1" "g3_14" "g2_4" "g1_12" #> [199] "g2_7" "g3_4" "g4_15" "g4_9" "g1_13" "g2_5" "g4_5" "g2_10" "g4_2" #> [208] "g1_12" "g1_9" "g2_12" "g3_13" "g4_4" "g2_5" "g2_15" "g1_3" "g1_13" #> [217] "g4_7" "g2_7" "g3_15" "g3_14" "g2_11" "g1_14" "g4_6" "g3_6" "g1_6" #> [226] "g3_8" "g2_9" "g1_8" "g3_11" "g1_11" "g1_4" "g2_3" "g3_10" "g1_2" #> [235] "g2_8" "g4_13" "g1_15" "g2_6" "g4_8" "g4_3" "g2_7" "g2_9" "g4_5" #> [244] "g1_2" "g3_1" "g3_14" "g2_5" "g2_15" "g4_13" "g3_8" "g3_15" "g4_4" #> [253] "g4_10" "g2_13" "g1_9" "g4_2" "g2_10" "g3_3" "g1_5" "g1_7" "g1_1" #> [262] "g2_14" "g4_1" "g4_11" "g2_1" "g3_7" "g1_8" "g4_6" "g3_2" "g2_2" #> [271] "g1_14" "g1_11" "g3_4" "g2_11" "g1_13" "g1_3" "g4_8" "g4_8" "g4_11" #> [280] "g1_15" "g2_9" "g4_7" "g3_12" "g3_8" "g3_3" "g2_12" "g2_14" "g2_3" #> [289] "g2_2" "g4_14" "g1_1" "g2_5" "g2_7" "g2_10" "g4_2" "g1_7" "g1_8" #> [298] "g3_10" "g4_15" "g3_13" "g1_5" "g4_1" "g1_2" "g1_13" "g3_9" "g4_3" #> [307] "g4_13" "g2_13" "g3_7" "g2_14" "g1_7" "g4_5" "g1_12" "g3_10" "g1_3" #> [316] "g1_5" "g3_1" "g2_9" "g1_8" "g2_11" "g4_8" "g1_15" "g3_5" "g3_12" #> [325] "g3_8" "g2_12" "g2_13" "g2_15" "g2_10" "g3_7" "g4_9" "g2_1" "g3_3" #> [334] "g4_14" "g3_14" "g1_9" "g4_11" "g4_12" "g3_6" "g3_7" "g2_12" "g1_15" #> [343] "g2_13" "g2_9" "g4_10" "g4_11" "g3_12" "g2_8" "g2_5" "g4_14" "g4_12" #> [352] "g2_2" "g2_14" "g4_9" "g4_6" "g1_7" "g3_4" "g4_13" "g4_7" "g3_3" #> [361] "g2_4" "g3_8" "g4_15" "g3_6" "g4_3" "g1_14" "g3_10" "g1_8" "g2_3" #> [370] "g2_12" "g4_10" "g4_8" "g2_6" "g2_10" "g2_4" "g4_15" "g2_11" "g2_13" #> [379] "g2_2" "g3_1" "g4_14" "g1_14" "g3_10" "g3_3" "g1_12" "g3_6" "g3_12" #> [388] "g1_5" "g1_7" "g1_2" "g3_8" "g4_11" "g1_11" "g4_3" "g3_5" "g1_8" #> [397] "g4_4" "g4_6" "g4_5" "g3_2" "g2_1" "g2_5" "g4_13" "g3_2" "g4_4" #> [406] "g4_8" "g3_5" "g4_6" "g2_10" "g4_11" "g1_7" "g4_9" "g3_8" "g4_15" #> [415] "g2_1" "g2_5" "g2_11" "g4_3" "g2_15" "g2_14" "g1_12" "g3_12" "g1_10" #> [424] "g4_14" "g2_3" "g2_13" "g4_12" "g1_5" "g3_3" "g3_1" "g1_8" "g1_12" #> [433] "g1_3" "g2_11" "g3_2" "g3_12" "g2_8" "g2_14" "g4_12" "g4_10" "g2_4" #> [442] "g1_2" "g4_2" "g3_15" "g1_8" "g3_5" "g2_1" "g3_1" "g3_4" "g2_9" #> [451] "g4_5" "g2_15" "g3_7" "g1_1" "g1_10" "g2_2" "g4_3" "g2_12" "g3_9" #> [460] "g1_6" "g1_10" "g4_15" "g4_12" "g3_15" "g3_5" "g4_11" "g1_13" "g4_13" #> [469] "g1_5" "g2_10" "g3_12" "g2_11" "g3_8" "g1_9" "g2_14" "g4_3" "g3_4" #> [478] "g2_1" "g1_3" "g2_7" "g2_15" "g3_3" "g2_3" "g1_1" "g1_12" "g3_9" #> [487] "g1_14" "g1_2" "g3_10" "g3_14" "g2_4" "g4_7" "g1_15" "g4_15" "g1_9" #> [496] "g1_6" "g3_7" "g4_11" "g4_13" "g2_12" "g3_2" "g4_2" "g4_8" "g4_14" #> [505] "g1_11" "g2_1" "g4_3" "g2_4" "g2_3" "g2_14" "g1_8" "g2_13" "g3_12" #> [514] "g2_2" "g4_1" "g3_8" "g1_10" "g3_5" "g4_9" "g2_8" "g1_7" "g1_14" #> [523] "g4_7" "g2_7" "g1_12" "g1_15" "g3_13" "g2_9" "g4_7" "g3_14" "g2_2" #> [532] "g1_11" "g3_7" "g3_4" "g3_1" "g4_1" "g4_3" "g2_8" "g1_14" "g2_4" #> [541] "g4_6" "g2_12" "g1_5" "g3_11" "g1_2" "g2_9" "g4_4" "g1_8" "g3_2" #> [550] "g4_15" "g1_6" "g2_5" "g1_13" "g4_2" "g4_9" "g1_4" "g2_6" "g3_8" #> [559] "g2_13" "g4_3" "g1_14" "g1_15" "g1_4" "g4_13" "g3_14" "g2_3" "g3_12" #> [568] "g3_1" "g2_8" "g2_5" "g2_14" "g1_6" "g3_7" "g3_10" "g4_7" "g1_10" #> [577] "g4_10" "g4_2" "g2_2" "g4_12" "g3_8" "g3_11" "g3_15" "g2_6" "g1_7" #> [586] "g4_14" "g4_15" "g2_10" "g3_6" "g2_4" "g2_15" "g3_5" "g3_4" "g1_12" #> [595] "g3_9" "g4_10" "g1_2" "g1_9" "g3_12" "g3_2" "g2_4" "g4_9" "g1_12" #> [604] "g1_7" "g1_6" "g1_8" "g3_5" "g1_4" "g1_14" "g3_8" "g2_14" "g3_1" #> [613] "g1_15" "g4_13" "g3_10" "g4_1" "g2_1" "g2_11" "g4_15" "g1_13" "g4_4" #> [622] "g4_12" "g3_13" "g4_15" "g1_8" "g2_4" "g1_12" "g1_14" "g1_15" "g2_11" #> [631] "g3_5" "g3_4" "g4_4" "g2_14" "g3_3" "g3_11" "g2_6" "g3_1" "g3_10" #> [640] "g2_2" "g4_1" "g4_7" "g4_13" "g4_2" "g2_5" "g3_2" "g4_9" "g2_13" #> [649] "g1_6" "g3_7" "g4_10" "g2_1" "g3_8" "g2_9" "g2_7" "g4_8" "g1_3" #> [658] "g1_7" "g1_2" "g1_1" "g2_12" "g4_5" "g1_13" "g2_5" "g1_9" "g4_10" #> [667] "g3_8" "g2_2" "g3_10" "g1_15" "g1_3" "g3_14" "g3_5" "g2_12" "g1_5" #> [676] "g2_6" "g1_14" "g4_9" "g4_1" "g1_12" "g2_15" "g2_14" "g3_1" "g4_11" #> [685] "g4_15" "g4_6" "g1_2" "g4_4" "g1_6" "g2_11" "g2_9" "g1_4" "g3_3" #> [694] "g4_7" "g2_10" "g4_13" "g2_7" "g4_8" "g4_3" "g1_9" "g2_6" "g4_1" #> [703] "g3_4" "g4_7" "g2_8" "g3_15" "g2_11" "g3_10" "g3_6" "g4_15" "g1_10" #> [712] "g3_5" "g1_5" "g3_13" "g1_12" "g1_4" "g4_13" "g4_2" "g1_13" "g1_7" #> [721] "g4_11" "g2_12" "g4_14" "g1_1" "g1_14" "g2_15" "g3_3" "g2_14" "g2_13" #> [730] "g2_8" "g4_8" "g4_2" "g4_3" "g2_3" "g4_5" "g3_3" "g1_1" "g4_12" #> [739] "g2_1" "g1_8" "g2_2" "g1_4" "g3_13" "g4_13" "g1_5" "g4_4" "g1_15" #> [748] "g3_12" "g1_7" "g2_12" "g1_3" "g1_12" "g3_6" "g1_14" "g3_2" "g3_9" #> [757] "g2_6" "g3_7" "g3_15" "g2_12" "g2_5" "g1_10" "g1_2" "g1_4" "g2_9" #> [766] "g4_1" "g1_11" "g3_7" "g4_7" "g2_15" "g2_14" "g1_13" "g1_7" "g4_3" #> [775] "g1_15" "g4_5" "g1_3" "g2_3" "g1_5" "g1_14" "g4_14" "g3_12" "g3_2" #> [784] "g4_15" "g3_10" "g3_9" "g3_11" "g3_1" "g4_11" "g1_8" "g2_11" "g3_4" #> [793] "g1_6" "g1_1" "g4_8" "g3_14" "g1_13" "g4_3" "g3_5" "g2_15" "g2_11" #> [802] "g3_13" "g2_12" "g4_9" "g2_6" "g2_3" "g3_1" "g4_5" "g2_7" "g1_12" #> [811] "g1_4" "g3_12" "g2_10" "g1_14" "g1_10" "g1_7" "g4_2" "g2_2" "g4_4" #> [820] "g1_9" "g4_15" "g3_9" "g2_4" "g2_13" #> #> $sweep_info #> entropy_delta num_nodes_moved #> 1 -4.7553681 34 #> 2 0.5958227 28 #> 3 2.2400518 40 #> 4 -1.5279658 33 #> 5 2.4490435 34 #> 6 -4.3481464 35 #> 7 6.2170240 36 #> 8 -0.4108788 37 #> 9 -3.7513916 32 #> 10 0.3100714 30 #> 11 -2.5905179 29 #> 12 -0.9944715 35 #> 13 4.1970820 28 #> 14 -0.8434522 29 #> 15 1.5305754 33 #> 16 -4.8405306 35 #> 17 5.0232124 30 #> 18 1.8114116 36 #> 19 0.8937467 28 #> 20 -0.1523274 40 #> 21 -3.9278368 37 #> 22 0.9411186 28 #> 23 2.9397248 32 #> 24 -2.2773672 33 #> 25 1.4765200 32 #># Use track_pairs = TRUE to get an idea of node-pair similarity by looking at # how often every pair of nodes is connected over sweeps net %>% mcmc_sweep(num_sweeps = 25, track_pairs = TRUE) %>% get_sweep_pair_counts()#> node_a node_b times_connected proportion_connected #> 1 g1_10 g1_1 9 0.36 #> 2 g1_11 g1_1 9 0.36 #> 3 g1_11 g1_10 7 0.28 #> 4 g1_12 g1_1 9 0.36 #> 5 g1_12 g1_10 9 0.36 #> 6 g1_12 g1_11 13 0.52 #> 7 g1_13 g1_1 10 0.40 #> 8 g1_13 g1_10 18 0.72 #> 9 g1_13 g1_11 17 0.68 #> 10 g1_13 g1_12 11 0.44 #> 11 g1_14 g1_1 18 0.72 #> 12 g1_14 g1_10 17 0.68 #> 13 g1_14 g1_11 21 0.84 #> 14 g1_14 g1_12 7 0.28 #> 15 g1_14 g1_13 8 0.32 #> 16 g1_15 g1_1 14 0.56 #> 17 g1_15 g1_10 14 0.56 #> 18 g1_15 g1_11 14 0.56 #> 19 g1_15 g1_12 12 0.48 #> 20 g1_15 g1_13 17 0.68 #> 21 g1_15 g1_14 20 0.80 #> 22 g1_2 g1_1 9 0.36 #> 23 g1_2 g1_10 5 0.20 #> 24 g1_2 g1_11 17 0.68 #> 25 g1_2 g1_12 15 0.60 #> 26 g1_2 g1_13 11 0.44 #> 27 g1_2 g1_14 9 0.36 #> 28 g1_2 g1_15 13 0.52 #> 29 g1_3 g1_1 9 0.36 #> 30 g1_3 g1_10 10 0.40 #> 31 g1_3 g1_11 16 0.64 #> 32 g1_3 g1_12 12 0.48 #> 33 g1_3 g1_13 14 0.56 #> 34 g1_3 g1_14 18 0.72 #> 35 g1_3 g1_15 14 0.56 #> 36 g1_3 g1_2 12 0.48 #> 37 g1_4 g1_1 12 0.48 #> 38 g1_4 g1_10 14 0.56 #> 39 g1_4 g1_11 9 0.36 #> 40 g1_4 g1_12 7 0.28 #> 41 g1_4 g1_13 11 0.44 #> 42 g1_4 g1_14 17 0.68 #> 43 g1_4 g1_15 11 0.44 #> 44 g1_4 g1_2 12 0.48 #> 45 g1_4 g1_3 11 0.44 #> 46 g1_5 g1_1 6 0.24 #> 47 g1_5 g1_10 6 0.24 #> 48 g1_5 g1_11 14 0.56 #> 49 g1_5 g1_12 10 0.40 #> 50 g1_5 g1_13 8 0.32 #> 51 g1_5 g1_14 3 0.12 #> 52 g1_5 g1_15 8 0.32 #> 53 g1_5 g1_2 13 0.52 #> 54 g1_5 g1_3 12 0.48 #> 55 g1_5 g1_4 15 0.60 #> 56 g1_6 g1_1 8 0.32 #> 57 g1_6 g1_10 12 0.48 #> 58 g1_6 g1_11 14 0.56 #> 59 g1_6 g1_12 9 0.36 #> 60 g1_6 g1_13 12 0.48 #> 61 g1_6 g1_14 19 0.76 #> 62 g1_6 g1_15 15 0.60 #> 63 g1_6 g1_2 13 0.52 #> 64 g1_6 g1_3 3 0.12 #> 65 g1_6 g1_4 14 0.56 #> 66 g1_6 g1_5 10 0.40 #> 67 g1_7 g1_1 9 0.36 #> 68 g1_7 g1_10 6 0.24 #> 69 g1_7 g1_11 7 0.28 #> 70 g1_7 g1_12 13 0.52 #> 71 g1_7 g1_13 15 0.60 #> 72 g1_7 g1_14 14 0.56 #> 73 g1_7 g1_15 7 0.28 #> 74 g1_7 g1_2 14 0.56 #> 75 g1_7 g1_3 7 0.28 #> 76 g1_7 g1_4 11 0.44 #> 77 g1_7 g1_5 9 0.36 #> 78 g1_7 g1_6 15 0.60 #> 79 g1_8 g1_1 12 0.48 #> 80 g1_8 g1_10 6 0.24 #> 81 g1_8 g1_11 5 0.20 #> 82 g1_8 g1_12 16 0.64 #> 83 g1_8 g1_13 13 0.52 #> 84 g1_8 g1_14 11 0.44 #> 85 g1_8 g1_15 17 0.68 #> 86 g1_8 g1_2 14 0.56 #> 87 g1_8 g1_3 18 0.72 #> 88 g1_8 g1_4 8 0.32 #> 89 g1_8 g1_5 17 0.68 #> 90 g1_8 g1_6 10 0.40 #> 91 g1_8 g1_7 7 0.28 #> 92 g1_9 g1_1 19 0.76 #> 93 g1_9 g1_10 7 0.28 #> 94 g1_9 g1_11 15 0.60 #> 95 g1_9 g1_12 13 0.52 #> 96 g1_9 g1_13 17 0.68 #> 97 g1_9 g1_14 10 0.40 #> 98 g1_9 g1_15 13 0.52 #> 99 g1_9 g1_2 7 0.28 #> 100 g1_9 g1_3 9 0.36 #> 101 g1_9 g1_4 17 0.68 #> 102 g1_9 g1_5 18 0.72 #> 103 g1_9 g1_6 11 0.44 #> 104 g1_9 g1_7 9 0.36 #> 105 g1_9 g1_8 13 0.52 #> 106 g2_1 g1_1 18 0.72 #> 107 g2_1 g1_10 16 0.64 #> 108 g2_1 g1_11 15 0.60 #> 109 g2_1 g1_12 18 0.72 #> 110 g2_1 g1_13 6 0.24 #> 111 g2_1 g1_14 8 0.32 #> 112 g2_1 g1_15 6 0.24 #> 113 g2_1 g1_2 18 0.72 #> 114 g2_1 g1_3 8 0.32 #> 115 g2_1 g1_4 17 0.68 #> 116 g2_1 g1_5 11 0.44 #> 117 g2_1 g1_6 5 0.20 #> 118 g2_1 g1_7 14 0.56 #> 119 g2_1 g1_8 13 0.52 #> 120 g2_1 g1_9 7 0.28 #> 121 g2_10 g1_1 17 0.68 #> 122 g2_10 g1_10 13 0.52 #> 123 g2_10 g1_11 9 0.36 #> 124 g2_10 g1_12 13 0.52 #> 125 g2_10 g1_13 12 0.48 #> 126 g2_10 g1_14 15 0.60 #> 127 g2_10 g1_15 12 0.48 #> 128 g2_10 g1_2 7 0.28 #> 129 g2_10 g1_3 14 0.56 #> 130 g2_10 g1_4 9 0.36 #> 131 g2_10 g1_5 11 0.44 #> 132 g2_10 g1_6 19 0.76 #> 133 g2_10 g1_7 10 0.40 #> 134 g2_10 g1_8 14 0.56 #> 135 g2_10 g1_9 9 0.36 #> 136 g2_10 g2_1 7 0.28 #> 137 g2_11 g1_1 17 0.68 #> 138 g2_11 g1_10 22 0.88 #> 139 g2_11 g1_11 9 0.36 #> 140 g2_11 g1_12 6 0.24 #> 141 g2_11 g1_13 9 0.36 #> 142 g2_11 g1_14 14 0.56 #> 143 g2_11 g1_15 12 0.48 #> 144 g2_11 g1_2 8 0.32 #> 145 g2_11 g1_3 6 0.24 #> 146 g2_11 g1_4 21 0.84 #> 147 g2_11 g1_5 8 0.32 #> 148 g2_11 g1_6 11 0.44 #> 149 g2_11 g1_7 7 0.28 #> 150 g2_11 g1_8 10 0.40 #> 151 g2_11 g1_9 9 0.36 #> 152 g2_11 g2_1 6 0.24 #> 153 g2_11 g2_10 8 0.32 #> 154 g2_12 g1_1 5 0.20 #> 155 g2_12 g1_10 12 0.48 #> 156 g2_12 g1_11 5 0.20 #> 157 g2_12 g1_12 8 0.32 #> 158 g2_12 g1_13 12 0.48 #> 159 g2_12 g1_14 13 0.52 #> 160 g2_12 g1_15 16 0.64 #> 161 g2_12 g1_2 9 0.36 #> 162 g2_12 g1_3 21 0.84 #> 163 g2_12 g1_4 9 0.36 #> 164 g2_12 g1_5 17 0.68 #> 165 g2_12 g1_6 7 0.28 #> 166 g2_12 g1_7 7 0.28 #> 167 g2_12 g1_8 18 0.72 #> 168 g2_12 g1_9 11 0.44 #> 169 g2_12 g2_1 9 0.36 #> 170 g2_12 g2_10 7 0.28 #> 171 g2_12 g2_11 12 0.48 #> 172 g2_13 g1_1 6 0.24 #> 173 g2_13 g1_10 6 0.24 #> 174 g2_13 g1_11 15 0.60 #> 175 g2_13 g1_12 13 0.52 #> 176 g2_13 g1_13 18 0.72 #> 177 g2_13 g1_14 9 0.36 #> 178 g2_13 g1_15 4 0.16 #> 179 g2_13 g1_2 7 0.28 #> 180 g2_13 g1_3 17 0.68 #> 181 g2_13 g1_4 18 0.72 #> 182 g2_13 g1_5 16 0.64 #> 183 g2_13 g1_6 6 0.24 #> 184 g2_13 g1_7 17 0.68 #> 185 g2_13 g1_8 11 0.44 #> 186 g2_13 g1_9 6 0.24 #> 187 g2_13 g2_1 11 0.44 #> 188 g2_13 g2_10 18 0.72 #> 189 g2_13 g2_11 17 0.68 #> 190 g2_13 g2_12 16 0.64 #> 191 g2_14 g1_1 17 0.68 #> 192 g2_14 g1_10 17 0.68 #> 193 g2_14 g1_11 11 0.44 #> 194 g2_14 g1_12 3 0.12 #> 195 g2_14 g1_13 10 0.40 #> 196 g2_14 g1_14 9 0.36 #> 197 g2_14 g1_15 4 0.16 #> 198 g2_14 g1_2 15 0.60 #> 199 g2_14 g1_3 7 0.28 #> 200 g2_14 g1_4 5 0.20 #> 201 g2_14 g1_5 13 0.52 #> 202 g2_14 g1_6 13 0.52 #> 203 g2_14 g1_7 3 0.12 #> 204 g2_14 g1_8 18 0.72 #> 205 g2_14 g1_9 9 0.36 #> 206 g2_14 g2_1 8 0.32 #> 207 g2_14 g2_10 10 0.40 #> 208 g2_14 g2_11 8 0.32 #> 209 g2_14 g2_12 17 0.68 #> 210 g2_14 g2_13 14 0.56 #> 211 g2_15 g1_1 13 0.52 #> 212 g2_15 g1_10 16 0.64 #> 213 g2_15 g1_11 13 0.52 #> 214 g2_15 g1_12 17 0.68 #> 215 g2_15 g1_13 14 0.56 #> 216 g2_15 g1_14 8 0.32 #> 217 g2_15 g1_15 13 0.52 #> 218 g2_15 g1_2 2 0.08 #> 219 g2_15 g1_3 5 0.20 #> 220 g2_15 g1_4 12 0.48 #> 221 g2_15 g1_5 14 0.56 #> 222 g2_15 g1_6 2 0.08 #> 223 g2_15 g1_7 5 0.20 #> 224 g2_15 g1_8 18 0.72 #> 225 g2_15 g1_9 8 0.32 #> 226 g2_15 g2_1 15 0.60 #> 227 g2_15 g2_10 15 0.60 #> 228 g2_15 g2_11 14 0.56 #> 229 g2_15 g2_12 16 0.64 #> 230 g2_15 g2_13 11 0.44 #> 231 g2_15 g2_14 16 0.64 #> 232 g2_2 g1_1 7 0.28 #> 233 g2_2 g1_10 3 0.12 #> 234 g2_2 g1_11 12 0.48 #> 235 g2_2 g1_12 13 0.52 #> 236 g2_2 g1_13 14 0.56 #> 237 g2_2 g1_14 16 0.64 #> 238 g2_2 g1_15 18 0.72 #> 239 g2_2 g1_2 20 0.80 #> 240 g2_2 g1_3 16 0.64 #> 241 g2_2 g1_4 20 0.80 #> 242 g2_2 g1_5 19 0.76 #> 243 g2_2 g1_6 13 0.52 #> 244 g2_2 g1_7 10 0.40 #> 245 g2_2 g1_8 8 0.32 #> 246 g2_2 g1_9 15 0.60 #> 247 g2_2 g2_1 12 0.48 #> 248 g2_2 g2_10 9 0.36 #> 249 g2_2 g2_11 12 0.48 #> 250 g2_2 g2_12 13 0.52 #> 251 g2_2 g2_13 6 0.24 #> 252 g2_2 g2_14 10 0.40 #> 253 g2_2 g2_15 15 0.60 #> 254 g2_3 g1_1 11 0.44 #> 255 g2_3 g1_10 21 0.84 #> 256 g2_3 g1_11 6 0.24 #> 257 g2_3 g1_12 13 0.52 #> 258 g2_3 g1_13 17 0.68 #> 259 g2_3 g1_14 16 0.64 #> 260 g2_3 g1_15 15 0.60 #> 261 g2_3 g1_2 9 0.36 #> 262 g2_3 g1_3 16 0.64 #> 263 g2_3 g1_4 16 0.64 #> 264 g2_3 g1_5 3 0.12 #> 265 g2_3 g1_6 7 0.28 #> 266 g2_3 g1_7 16 0.64 #> 267 g2_3 g1_8 6 0.24 #> 268 g2_3 g1_9 13 0.52 #> 269 g2_3 g2_1 14 0.56 #> 270 g2_3 g2_10 18 0.72 #> 271 g2_3 g2_11 13 0.52 #> 272 g2_3 g2_12 11 0.44 #> 273 g2_3 g2_13 7 0.28 #> 274 g2_3 g2_14 15 0.60 #> 275 g2_3 g2_15 7 0.28 #> 276 g2_3 g2_2 14 0.56 #> 277 g2_4 g1_1 12 0.48 #> 278 g2_4 g1_10 13 0.52 #> 279 g2_4 g1_11 8 0.32 #> 280 g2_4 g1_12 12 0.48 #> 281 g2_4 g1_13 7 0.28 #> 282 g2_4 g1_14 8 0.32 #> 283 g2_4 g1_15 12 0.48 #> 284 g2_4 g1_2 11 0.44 #> 285 g2_4 g1_3 13 0.52 #> 286 g2_4 g1_4 11 0.44 #> 287 g2_4 g1_5 14 0.56 #> 288 g2_4 g1_6 16 0.64 #> 289 g2_4 g1_7 17 0.68 #> 290 g2_4 g1_8 17 0.68 #> 291 g2_4 g1_9 9 0.36 #> 292 g2_4 g2_1 9 0.36 #> 293 g2_4 g2_10 17 0.68 #> 294 g2_4 g2_11 18 0.72 #> 295 g2_4 g2_12 19 0.76 #> 296 g2_4 g2_13 13 0.52 #> 297 g2_4 g2_14 13 0.52 #> 298 g2_4 g2_15 8 0.32 #> 299 g2_4 g2_2 14 0.56 #> 300 g2_4 g2_3 7 0.28 #> 301 g2_5 g1_1 16 0.64 #> 302 g2_5 g1_10 14 0.56 #> 303 g2_5 g1_11 18 0.72 #> 304 g2_5 g1_12 15 0.60 #> 305 g2_5 g1_13 5 0.20 #> 306 g2_5 g1_14 15 0.60 #> 307 g2_5 g1_15 20 0.80 #> 308 g2_5 g1_2 18 0.72 #> 309 g2_5 g1_3 7 0.28 #> 310 g2_5 g1_4 17 0.68 #> 311 g2_5 g1_5 19 0.76 #> 312 g2_5 g1_6 4 0.16 #> 313 g2_5 g1_7 7 0.28 #> 314 g2_5 g1_8 16 0.64 #> 315 g2_5 g1_9 12 0.48 #> 316 g2_5 g2_1 13 0.52 #> 317 g2_5 g2_10 8 0.32 #> 318 g2_5 g2_11 16 0.64 #> 319 g2_5 g2_12 9 0.36 #> 320 g2_5 g2_13 13 0.52 #> 321 g2_5 g2_14 12 0.48 #> 322 g2_5 g2_15 11 0.44 #> 323 g2_5 g2_2 11 0.44 #> 324 g2_5 g2_3 7 0.28 #> 325 g2_5 g2_4 11 0.44 #> 326 g2_6 g1_1 12 0.48 #> 327 g2_6 g1_10 9 0.36 #> 328 g2_6 g1_11 13 0.52 #> 329 g2_6 g1_12 8 0.32 #> 330 g2_6 g1_13 5 0.20 #> 331 g2_6 g1_14 8 0.32 #> 332 g2_6 g1_15 17 0.68 #> 333 g2_6 g1_2 9 0.36 #> 334 g2_6 g1_3 11 0.44 #> 335 g2_6 g1_4 18 0.72 #> 336 g2_6 g1_5 15 0.60 #> 337 g2_6 g1_6 10 0.40 #> 338 g2_6 g1_7 13 0.52 #> 339 g2_6 g1_8 6 0.24 #> 340 g2_6 g1_9 10 0.40 #> 341 g2_6 g2_1 14 0.56 #> 342 g2_6 g2_10 10 0.40 #> 343 g2_6 g2_11 11 0.44 #> 344 g2_6 g2_12 5 0.20 #> 345 g2_6 g2_13 11 0.44 #> 346 g2_6 g2_14 14 0.56 #> 347 g2_6 g2_15 5 0.20 #> 348 g2_6 g2_2 10 0.40 #> 349 g2_6 g2_3 9 0.36 #> 350 g2_6 g2_4 5 0.20 #> 351 g2_6 g2_5 9 0.36 #> 352 g2_7 g1_1 8 0.32 #> 353 g2_7 g1_10 18 0.72 #> 354 g2_7 g1_11 17 0.68 #> 355 g2_7 g1_12 11 0.44 #> 356 g2_7 g1_13 17 0.68 #> 357 g2_7 g1_14 22 0.88 #> 358 g2_7 g1_15 6 0.24 #> 359 g2_7 g1_2 19 0.76 #> 360 g2_7 g1_3 4 0.16 #> 361 g2_7 g1_4 11 0.44 #> 362 g2_7 g1_5 6 0.24 #> 363 g2_7 g1_6 18 0.72 #> 364 g2_7 g1_7 15 0.60 #> 365 g2_7 g1_8 15 0.60 #> 366 g2_7 g1_9 7 0.28 #> 367 g2_7 g2_1 14 0.56 #> 368 g2_7 g2_10 6 0.24 #> 369 g2_7 g2_11 12 0.48 #> 370 g2_7 g2_12 13 0.52 #> 371 g2_7 g2_13 9 0.36 #> 372 g2_7 g2_14 13 0.52 #> 373 g2_7 g2_15 8 0.32 #> 374 g2_7 g2_2 11 0.44 #> 375 g2_7 g2_3 12 0.48 #> 376 g2_7 g2_4 15 0.60 #> 377 g2_7 g2_5 15 0.60 #> 378 g2_7 g2_6 7 0.28 #> 379 g2_8 g1_1 13 0.52 #> 380 g2_8 g1_10 11 0.44 #> 381 g2_8 g1_11 6 0.24 #> 382 g2_8 g1_12 10 0.40 #> 383 g2_8 g1_13 11 0.44 #> 384 g2_8 g1_14 15 0.60 #> 385 g2_8 g1_15 10 0.40 #> 386 g2_8 g1_2 14 0.56 #> 387 g2_8 g1_3 18 0.72 #> 388 g2_8 g1_4 7 0.28 #> 389 g2_8 g1_5 6 0.24 #> 390 g2_8 g1_6 13 0.52 #> 391 g2_8 g1_7 14 0.56 #> 392 g2_8 g1_8 17 0.68 #> 393 g2_8 g1_9 14 0.56 #> 394 g2_8 g2_1 5 0.20 #> 395 g2_8 g2_10 8 0.32 #> 396 g2_8 g2_11 14 0.56 #> 397 g2_8 g2_12 11 0.44 #> 398 g2_8 g2_13 16 0.64 #> 399 g2_8 g2_14 20 0.80 #> 400 g2_8 g2_15 13 0.52 #> 401 g2_8 g2_2 9 0.36 #> 402 g2_8 g2_3 9 0.36 #> 403 g2_8 g2_4 8 0.32 #> 404 g2_8 g2_5 9 0.36 #> 405 g2_8 g2_6 15 0.60 #> 406 g2_8 g2_7 19 0.76 #> 407 g2_9 g1_1 8 0.32 #> 408 g2_9 g1_10 7 0.28 #> 409 g2_9 g1_11 19 0.76 #> 410 g2_9 g1_12 18 0.72 #> 411 g2_9 g1_13 4 0.16 #> 412 g2_9 g1_14 13 0.52 #> 413 g2_9 g1_15 21 0.84 #> 414 g2_9 g1_2 19 0.76 #> 415 g2_9 g1_3 6 0.24 #> 416 g2_9 g1_4 15 0.60 #> 417 g2_9 g1_5 9 0.36 #> 418 g2_9 g1_6 0 0.00 #> 419 g2_9 g1_7 4 0.16 #> 420 g2_9 g1_8 17 0.68 #> 421 g2_9 g1_9 18 0.72 #> 422 g2_9 g2_1 14 0.56 #> 423 g2_9 g2_10 16 0.64 #> 424 g2_9 g2_11 15 0.60 #> 425 g2_9 g2_12 13 0.52 #> 426 g2_9 g2_13 15 0.60 #> 427 g2_9 g2_14 9 0.36 #> 428 g2_9 g2_15 11 0.44 #> 429 g2_9 g2_2 10 0.40 #> 430 g2_9 g2_3 9 0.36 #> 431 g2_9 g2_4 11 0.44 #> 432 g2_9 g2_5 14 0.56 #> 433 g2_9 g2_6 16 0.64 #> 434 g2_9 g2_7 11 0.44 #> 435 g2_9 g2_8 19 0.76 #> 436 g3_1 g1_1 13 0.52 #> 437 g3_1 g1_10 15 0.60 #> 438 g3_1 g1_11 6 0.24 #> 439 g3_1 g1_12 16 0.64 #> 440 g3_1 g1_13 11 0.44 #> 441 g3_1 g1_14 7 0.28 #> 442 g3_1 g1_15 15 0.60 #> 443 g3_1 g1_2 8 0.32 #> 444 g3_1 g1_3 8 0.32 #> 445 g3_1 g1_4 9 0.36 #> 446 g3_1 g1_5 10 0.40 #> 447 g3_1 g1_6 16 0.64 #> 448 g3_1 g1_7 8 0.32 #> 449 g3_1 g1_8 9 0.36 #> 450 g3_1 g1_9 7 0.28 #> 451 g3_1 g2_1 16 0.64 #> 452 g3_1 g2_10 14 0.56 #> 453 g3_1 g2_11 16 0.64 #> 454 g3_1 g2_12 6 0.24 #> 455 g3_1 g2_13 11 0.44 #> 456 g3_1 g2_14 14 0.56 #> 457 g3_1 g2_15 7 0.28 #> 458 g3_1 g2_2 13 0.52 #> 459 g3_1 g2_3 13 0.52 #> 460 g3_1 g2_4 5 0.20 #> 461 g3_1 g2_5 6 0.24 #> 462 g3_1 g2_6 8 0.32 #> 463 g3_1 g2_7 14 0.56 #> 464 g3_1 g2_8 10 0.40 #> 465 g3_1 g2_9 10 0.40 #> 466 g3_10 g1_1 16 0.64 #> 467 g3_10 g1_10 23 0.92 #> 468 g3_10 g1_11 8 0.32 #> 469 g3_10 g1_12 17 0.68 #> 470 g3_10 g1_13 9 0.36 #> 471 g3_10 g1_14 11 0.44 #> 472 g3_10 g1_15 8 0.32 #> 473 g3_10 g1_2 14 0.56 #> 474 g3_10 g1_3 11 0.44 #> 475 g3_10 g1_4 13 0.52 #> 476 g3_10 g1_5 11 0.44 #> 477 g3_10 g1_6 8 0.32 #> 478 g3_10 g1_7 14 0.56 #> 479 g3_10 g1_8 17 0.68 #> 480 g3_10 g1_9 15 0.60 #> 481 g3_10 g2_1 20 0.80 #> 482 g3_10 g2_10 16 0.64 #> 483 g3_10 g2_11 11 0.44 #> 484 g3_10 g2_12 15 0.60 #> 485 g3_10 g2_13 17 0.68 #> 486 g3_10 g2_14 11 0.44 #> 487 g3_10 g2_15 8 0.32 #> 488 g3_10 g2_2 13 0.52 #> 489 g3_10 g2_3 10 0.40 #> 490 g3_10 g2_4 12 0.48 #> 491 g3_10 g2_5 12 0.48 #> 492 g3_10 g2_6 16 0.64 #> 493 g3_10 g2_7 13 0.52 #> 494 g3_10 g2_8 5 0.20 #> 495 g3_10 g2_9 13 0.52 #> 496 g3_10 g3_1 9 0.36 #> 497 g3_11 g1_1 16 0.64 #> 498 g3_11 g1_10 5 0.20 #> 499 g3_11 g1_11 14 0.56 #> 500 g3_11 g1_12 20 0.80 #> 501 g3_11 g1_13 9 0.36 #> 502 g3_11 g1_14 11 0.44 #> 503 g3_11 g1_15 13 0.52 #> 504 g3_11 g1_2 15 0.60 #> 505 g3_11 g1_3 17 0.68 #> 506 g3_11 g1_4 14 0.56 #> 507 g3_11 g1_5 21 0.84 #> 508 g3_11 g1_6 19 0.76 #> 509 g3_11 g1_7 4 0.16 #> 510 g3_11 g1_8 14 0.56 #> 511 g3_11 g1_9 4 0.16 #> 512 g3_11 g2_1 8 0.32 #> 513 g3_11 g2_10 13 0.52 #> 514 g3_11 g2_11 12 0.48 #> 515 g3_11 g2_12 11 0.44 #> 516 g3_11 g2_13 7 0.28 #> 517 g3_11 g2_14 11 0.44 #> 518 g3_11 g2_15 16 0.64 #> 519 g3_11 g2_2 11 0.44 #> 520 g3_11 g2_3 9 0.36 #> 521 g3_11 g2_4 15 0.60 #> 522 g3_11 g2_5 12 0.48 #> 523 g3_11 g2_6 10 0.40 #> 524 g3_11 g2_7 18 0.72 #> 525 g3_11 g2_8 19 0.76 #> 526 g3_11 g2_9 15 0.60 #> 527 g3_11 g3_1 10 0.40 #> 528 g3_11 g3_10 6 0.24 #> 529 g3_12 g1_1 17 0.68 #> 530 g3_12 g1_10 5 0.20 #> 531 g3_12 g1_11 9 0.36 #> 532 g3_12 g1_12 9 0.36 #> 533 g3_12 g1_13 8 0.32 #> 534 g3_12 g1_14 13 0.52 #> 535 g3_12 g1_15 17 0.68 #> 536 g3_12 g1_2 10 0.40 #> 537 g3_12 g1_3 16 0.64 #> 538 g3_12 g1_4 12 0.48 #> 539 g3_12 g1_5 18 0.72 #> 540 g3_12 g1_6 19 0.76 #> 541 g3_12 g1_7 12 0.48 #> 542 g3_12 g1_8 10 0.40 #> 543 g3_12 g1_9 13 0.52 #> 544 g3_12 g2_1 4 0.16 #> 545 g3_12 g2_10 15 0.60 #> 546 g3_12 g2_11 14 0.56 #> 547 g3_12 g2_12 10 0.40 #> 548 g3_12 g2_13 11 0.44 #> 549 g3_12 g2_14 16 0.64 #> 550 g3_12 g2_15 17 0.68 #> 551 g3_12 g2_2 5 0.20 #> 552 g3_12 g2_3 13 0.52 #> 553 g3_12 g2_4 12 0.48 #> 554 g3_12 g2_5 18 0.72 #> 555 g3_12 g2_6 14 0.56 #> 556 g3_12 g2_7 17 0.68 #> 557 g3_12 g2_8 15 0.60 #> 558 g3_12 g2_9 14 0.56 #> 559 g3_12 g3_1 5 0.20 #> 560 g3_12 g3_10 10 0.40 #> 561 g3_12 g3_11 14 0.56 #> 562 g3_13 g1_1 7 0.28 #> 563 g3_13 g1_10 14 0.56 #> 564 g3_13 g1_11 19 0.76 #> 565 g3_13 g1_12 14 0.56 #> 566 g3_13 g1_13 13 0.52 #> 567 g3_13 g1_14 9 0.36 #> 568 g3_13 g1_15 19 0.76 #> 569 g3_13 g1_2 13 0.52 #> 570 g3_13 g1_3 9 0.36 #> 571 g3_13 g1_4 7 0.28 #> 572 g3_13 g1_5 14 0.56 #> 573 g3_13 g1_6 19 0.76 #> 574 g3_13 g1_7 8 0.32 #> 575 g3_13 g1_8 13 0.52 #> 576 g3_13 g1_9 4 0.16 #> 577 g3_13 g2_1 7 0.28 #> 578 g3_13 g2_10 7 0.28 #> 579 g3_13 g2_11 10 0.40 #> 580 g3_13 g2_12 11 0.44 #> 581 g3_13 g2_13 14 0.56 #> 582 g3_13 g2_14 15 0.60 #> 583 g3_13 g2_15 13 0.52 #> 584 g3_13 g2_2 13 0.52 #> 585 g3_13 g2_3 10 0.40 #> 586 g3_13 g2_4 14 0.56 #> 587 g3_13 g2_5 12 0.48 #> 588 g3_13 g2_6 17 0.68 #> 589 g3_13 g2_7 15 0.60 #> 590 g3_13 g2_8 12 0.48 #> 591 g3_13 g2_9 15 0.60 #> 592 g3_13 g3_1 14 0.56 #> 593 g3_13 g3_10 9 0.36 #> 594 g3_13 g3_11 14 0.56 #> 595 g3_13 g3_12 8 0.32 #> 596 g3_14 g1_1 15 0.60 #> 597 g3_14 g1_10 17 0.68 #> 598 g3_14 g1_11 14 0.56 #> 599 g3_14 g1_12 9 0.36 #> 600 g3_14 g1_13 18 0.72 #> 601 g3_14 g1_14 12 0.48 #> 602 g3_14 g1_15 7 0.28 #> 603 g3_14 g1_2 7 0.28 #> 604 g3_14 g1_3 8 0.32 #> 605 g3_14 g1_4 4 0.16 #> 606 g3_14 g1_5 15 0.60 #> 607 g3_14 g1_6 5 0.20 #> 608 g3_14 g1_7 17 0.68 #> 609 g3_14 g1_8 13 0.52 #> 610 g3_14 g1_9 17 0.68 #> 611 g3_14 g2_1 15 0.60 #> 612 g3_14 g2_10 11 0.44 #> 613 g3_14 g2_11 13 0.52 #> 614 g3_14 g2_12 14 0.56 #> 615 g3_14 g2_13 14 0.56 #> 616 g3_14 g2_14 13 0.52 #> 617 g3_14 g2_15 7 0.28 #> 618 g3_14 g2_2 12 0.48 #> 619 g3_14 g2_3 6 0.24 #> 620 g3_14 g2_4 9 0.36 #> 621 g3_14 g2_5 8 0.32 #> 622 g3_14 g2_6 11 0.44 #> 623 g3_14 g2_7 8 0.32 #> 624 g3_14 g2_8 10 0.40 #> 625 g3_14 g2_9 13 0.52 #> 626 g3_14 g3_1 9 0.36 #> 627 g3_14 g3_10 9 0.36 #> 628 g3_14 g3_11 7 0.28 #> 629 g3_14 g3_12 14 0.56 #> 630 g3_14 g3_13 12 0.48 #> 631 g3_15 g1_1 9 0.36 #> 632 g3_15 g1_10 9 0.36 #> 633 g3_15 g1_11 11 0.44 #> 634 g3_15 g1_12 19 0.76 #> 635 g3_15 g1_13 7 0.28 #> 636 g3_15 g1_14 10 0.40 #> 637 g3_15 g1_15 9 0.36 #> 638 g3_15 g1_2 19 0.76 #> 639 g3_15 g1_3 9 0.36 #> 640 g3_15 g1_4 4 0.16 #> 641 g3_15 g1_5 4 0.16 #> 642 g3_15 g1_6 11 0.44 #> 643 g3_15 g1_7 9 0.36 #> 644 g3_15 g1_8 11 0.44 #> 645 g3_15 g1_9 18 0.72 #> 646 g3_15 g2_1 12 0.48 #> 647 g3_15 g2_10 14 0.56 #> 648 g3_15 g2_11 14 0.56 #> 649 g3_15 g2_12 7 0.28 #> 650 g3_15 g2_13 9 0.36 #> 651 g3_15 g2_14 14 0.56 #> 652 g3_15 g2_15 14 0.56 #> 653 g3_15 g2_2 11 0.44 #> 654 g3_15 g2_3 14 0.56 #> 655 g3_15 g2_4 9 0.36 #> 656 g3_15 g2_5 12 0.48 #> 657 g3_15 g2_6 9 0.36 #> 658 g3_15 g2_7 10 0.40 #> 659 g3_15 g2_8 14 0.56 #> 660 g3_15 g2_9 15 0.60 #> 661 g3_15 g3_1 12 0.48 #> 662 g3_15 g3_10 12 0.48 #> 663 g3_15 g3_11 12 0.48 #> 664 g3_15 g3_12 15 0.60 #> 665 g3_15 g3_13 11 0.44 #> 666 g3_15 g3_14 13 0.52 #> 667 g3_2 g1_1 7 0.28 #> 668 g3_2 g1_10 7 0.28 #> 669 g3_2 g1_11 18 0.72 #> 670 g3_2 g1_12 11 0.44 #> 671 g3_2 g1_13 12 0.48 #> 672 g3_2 g1_14 21 0.84 #> 673 g3_2 g1_15 8 0.32 #> 674 g3_2 g1_2 14 0.56 #> 675 g3_2 g1_3 11 0.44 #> 676 g3_2 g1_4 11 0.44 #> 677 g3_2 g1_5 12 0.48 #> 678 g3_2 g1_6 16 0.64 #> 679 g3_2 g1_7 12 0.48 #> 680 g3_2 g1_8 9 0.36 #> 681 g3_2 g1_9 8 0.32 #> 682 g3_2 g2_1 7 0.28 #> 683 g3_2 g2_10 18 0.72 #> 684 g3_2 g2_11 15 0.60 #> 685 g3_2 g2_12 5 0.20 #> 686 g3_2 g2_13 12 0.48 #> 687 g3_2 g2_14 14 0.56 #> 688 g3_2 g2_15 8 0.32 #> 689 g3_2 g2_2 7 0.28 #> 690 g3_2 g2_3 8 0.32 #> 691 g3_2 g2_4 10 0.40 #> 692 g3_2 g2_5 16 0.64 #> 693 g3_2 g2_6 10 0.40 #> 694 g3_2 g2_7 12 0.48 #> 695 g3_2 g2_8 17 0.68 #> 696 g3_2 g2_9 14 0.56 #> 697 g3_2 g3_1 8 0.32 #> 698 g3_2 g3_10 15 0.60 #> 699 g3_2 g3_11 19 0.76 #> 700 g3_2 g3_12 11 0.44 #> 701 g3_2 g3_13 8 0.32 #> 702 g3_2 g3_14 14 0.56 #> 703 g3_2 g3_15 13 0.52 #> 704 g3_3 g1_1 9 0.36 #> 705 g3_3 g1_10 17 0.68 #> 706 g3_3 g1_11 13 0.52 #> 707 g3_3 g1_12 8 0.32 #> 708 g3_3 g1_13 5 0.20 #> 709 g3_3 g1_14 4 0.16 #> 710 g3_3 g1_15 18 0.72 #> 711 g3_3 g1_2 21 0.84 #> 712 g3_3 g1_3 21 0.84 #> 713 g3_3 g1_4 20 0.80 #> 714 g3_3 g1_5 19 0.76 #> 715 g3_3 g1_6 19 0.76 #> 716 g3_3 g1_7 12 0.48 #> 717 g3_3 g1_8 7 0.28 #> 718 g3_3 g1_9 9 0.36 #> 719 g3_3 g2_1 17 0.68 #> 720 g3_3 g2_10 6 0.24 #> 721 g3_3 g2_11 7 0.28 #> 722 g3_3 g2_12 10 0.40 #> 723 g3_3 g2_13 16 0.64 #> 724 g3_3 g2_14 16 0.64 #> 725 g3_3 g2_15 14 0.56 #> 726 g3_3 g2_2 15 0.60 #> 727 g3_3 g2_3 14 0.56 #> 728 g3_3 g2_4 19 0.76 #> 729 g3_3 g2_5 10 0.40 #> 730 g3_3 g2_6 17 0.68 #> 731 g3_3 g2_7 11 0.44 #> 732 g3_3 g2_8 12 0.48 #> 733 g3_3 g2_9 13 0.52 #> 734 g3_3 g3_1 11 0.44 #> 735 g3_3 g3_10 16 0.64 #> 736 g3_3 g3_11 17 0.68 #> 737 g3_3 g3_12 15 0.60 #> 738 g3_3 g3_13 11 0.44 #> 739 g3_3 g3_14 11 0.44 #> 740 g3_3 g3_15 7 0.28 #> 741 g3_3 g3_2 6 0.24 #> 742 g3_4 g1_1 13 0.52 #> 743 g3_4 g1_10 19 0.76 #> 744 g3_4 g1_11 19 0.76 #> 745 g3_4 g1_12 5 0.20 #> 746 g3_4 g1_13 7 0.28 #> 747 g3_4 g1_14 16 0.64 #> 748 g3_4 g1_15 6 0.24 #> 749 g3_4 g1_2 16 0.64 #> 750 g3_4 g1_3 10 0.40 #> 751 g3_4 g1_4 12 0.48 #> 752 g3_4 g1_5 13 0.52 #> 753 g3_4 g1_6 15 0.60 #> 754 g3_4 g1_7 13 0.52 #> 755 g3_4 g1_8 7 0.28 #> 756 g3_4 g1_9 18 0.72 #> 757 g3_4 g2_1 19 0.76 #> 758 g3_4 g2_10 17 0.68 #> 759 g3_4 g2_11 12 0.48 #> 760 g3_4 g2_12 10 0.40 #> 761 g3_4 g2_13 1 0.04 #> 762 g3_4 g2_14 15 0.60 #> 763 g3_4 g2_15 5 0.20 #> 764 g3_4 g2_2 12 0.48 #> 765 g3_4 g2_3 12 0.48 #> 766 g3_4 g2_4 3 0.12 #> 767 g3_4 g2_5 17 0.68 #> 768 g3_4 g2_6 13 0.52 #> 769 g3_4 g2_7 8 0.32 #> 770 g3_4 g2_8 9 0.36 #> 771 g3_4 g2_9 19 0.76 #> 772 g3_4 g3_1 15 0.60 #> 773 g3_4 g3_10 13 0.52 #> 774 g3_4 g3_11 14 0.56 #> 775 g3_4 g3_12 17 0.68 #> 776 g3_4 g3_13 7 0.28 #> 777 g3_4 g3_14 6 0.24 #> 778 g3_4 g3_15 11 0.44 #> 779 g3_4 g3_2 10 0.40 #> 780 g3_4 g3_3 5 0.20 #> 781 g3_5 g1_1 10 0.40 #> 782 g3_5 g1_10 17 0.68 #> 783 g3_5 g1_11 11 0.44 #> 784 g3_5 g1_12 11 0.44 #> 785 g3_5 g1_13 10 0.40 #> 786 g3_5 g1_14 12 0.48 #> 787 g3_5 g1_15 16 0.64 #> 788 g3_5 g1_2 13 0.52 #> 789 g3_5 g1_3 6 0.24 #> 790 g3_5 g1_4 8 0.32 #> 791 g3_5 g1_5 19 0.76 #> 792 g3_5 g1_6 22 0.88 #> 793 g3_5 g1_7 7 0.28 #> 794 g3_5 g1_8 10 0.40 #> 795 g3_5 g1_9 11 0.44 #> 796 g3_5 g2_1 15 0.60 #> 797 g3_5 g2_10 15 0.60 #> 798 g3_5 g2_11 8 0.32 #> 799 g3_5 g2_12 17 0.68 #> 800 g3_5 g2_13 12 0.48 #> 801 g3_5 g2_14 9 0.36 #> 802 g3_5 g2_15 11 0.44 #> 803 g3_5 g2_2 15 0.60 #> 804 g3_5 g2_3 11 0.44 #> 805 g3_5 g2_4 16 0.64 #> 806 g3_5 g2_5 5 0.20 #> 807 g3_5 g2_6 6 0.24 #> 808 g3_5 g2_7 12 0.48 #> 809 g3_5 g2_8 7 0.28 #> 810 g3_5 g2_9 15 0.60 #> 811 g3_5 g3_1 15 0.60 #> 812 g3_5 g3_10 16 0.64 #> 813 g3_5 g3_11 5 0.20 #> 814 g3_5 g3_12 17 0.68 #> 815 g3_5 g3_13 12 0.48 #> 816 g3_5 g3_14 18 0.72 #> 817 g3_5 g3_15 9 0.36 #> 818 g3_5 g3_2 11 0.44 #> 819 g3_5 g3_3 9 0.36 #> 820 g3_5 g3_4 14 0.56 #> 821 g3_6 g1_1 5 0.20 #> 822 g3_6 g1_10 5 0.20 #> 823 g3_6 g1_11 16 0.64 #> 824 g3_6 g1_12 9 0.36 #> 825 g3_6 g1_13 16 0.64 #> 826 g3_6 g1_14 18 0.72 #> 827 g3_6 g1_15 12 0.48 #> 828 g3_6 g1_2 12 0.48 #> 829 g3_6 g1_3 12 0.48 #> 830 g3_6 g1_4 13 0.52 #> 831 g3_6 g1_5 14 0.56 #> 832 g3_6 g1_6 16 0.64 #> 833 g3_6 g1_7 11 0.44 #> 834 g3_6 g1_8 18 0.72 #> 835 g3_6 g1_9 15 0.60 #> 836 g3_6 g2_1 13 0.52 #> 837 g3_6 g2_10 7 0.28 #> 838 g3_6 g2_11 12 0.48 #> 839 g3_6 g2_12 10 0.40 #> 840 g3_6 g2_13 11 0.44 #> 841 g3_6 g2_14 16 0.64 #> 842 g3_6 g2_15 17 0.68 #> 843 g3_6 g2_2 14 0.56 #> 844 g3_6 g2_3 8 0.32 #> 845 g3_6 g2_4 9 0.36 #> 846 g3_6 g2_5 9 0.36 #> 847 g3_6 g2_6 12 0.48 #> 848 g3_6 g2_7 16 0.64 #> 849 g3_6 g2_8 8 0.32 #> 850 g3_6 g2_9 14 0.56 #> 851 g3_6 g3_1 8 0.32 #> 852 g3_6 g3_10 13 0.52 #> 853 g3_6 g3_11 15 0.60 #> 854 g3_6 g3_12 18 0.72 #> 855 g3_6 g3_13 16 0.64 #> 856 g3_6 g3_14 10 0.40 #> 857 g3_6 g3_15 11 0.44 #> 858 g3_6 g3_2 9 0.36 #> 859 g3_6 g3_3 7 0.28 #> 860 g3_6 g3_4 12 0.48 #> 861 g3_6 g3_5 13 0.52 #> 862 g3_7 g1_1 7 0.28 #> 863 g3_7 g1_10 14 0.56 #> 864 g3_7 g1_11 6 0.24 #> 865 g3_7 g1_12 12 0.48 #> 866 g3_7 g1_13 8 0.32 #> 867 g3_7 g1_14 12 0.48 #> 868 g3_7 g1_15 13 0.52 #> 869 g3_7 g1_2 16 0.64 #> 870 g3_7 g1_3 5 0.20 #> 871 g3_7 g1_4 19 0.76 #> 872 g3_7 g1_5 4 0.16 #> 873 g3_7 g1_6 10 0.40 #> 874 g3_7 g1_7 15 0.60 #> 875 g3_7 g1_8 14 0.56 #> 876 g3_7 g1_9 11 0.44 #> 877 g3_7 g2_1 11 0.44 #> 878 g3_7 g2_10 6 0.24 #> 879 g3_7 g2_11 10 0.40 #> 880 g3_7 g2_12 10 0.40 #> 881 g3_7 g2_13 12 0.48 #> 882 g3_7 g2_14 17 0.68 #> 883 g3_7 g2_15 8 0.32 #> 884 g3_7 g2_2 11 0.44 #> 885 g3_7 g2_3 12 0.48 #> 886 g3_7 g2_4 19 0.76 #> 887 g3_7 g2_5 10 0.40 #> 888 g3_7 g2_6 10 0.40 #> 889 g3_7 g2_7 11 0.44 #> 890 g3_7 g2_8 14 0.56 #> 891 g3_7 g2_9 13 0.52 #> 892 g3_7 g3_1 8 0.32 #> 893 g3_7 g3_10 13 0.52 #> 894 g3_7 g3_11 12 0.48 #> 895 g3_7 g3_12 6 0.24 #> 896 g3_7 g3_13 17 0.68 #> 897 g3_7 g3_14 17 0.68 #> 898 g3_7 g3_15 6 0.24 #> 899 g3_7 g3_2 17 0.68 #> 900 g3_7 g3_3 8 0.32 #> 901 g3_7 g3_4 12 0.48 #> 902 g3_7 g3_5 9 0.36 #> 903 g3_7 g3_6 11 0.44 #> 904 g3_8 g1_1 15 0.60 #> 905 g3_8 g1_10 3 0.12 #> 906 g3_8 g1_11 14 0.56 #> 907 g3_8 g1_12 8 0.32 #> 908 g3_8 g1_13 7 0.28 #> 909 g3_8 g1_14 11 0.44 #> 910 g3_8 g1_15 6 0.24 #> 911 g3_8 g1_2 19 0.76 #> 912 g3_8 g1_3 3 0.12 #> 913 g3_8 g1_4 9 0.36 #> 914 g3_8 g1_5 15 0.60 #> 915 g3_8 g1_6 12 0.48 #> 916 g3_8 g1_7 7 0.28 #> 917 g3_8 g1_8 11 0.44 #> 918 g3_8 g1_9 5 0.20 #> 919 g3_8 g2_1 13 0.52 #> 920 g3_8 g2_10 12 0.48 #> 921 g3_8 g2_11 7 0.28 #> 922 g3_8 g2_12 15 0.60 #> 923 g3_8 g2_13 16 0.64 #> 924 g3_8 g2_14 12 0.48 #> 925 g3_8 g2_15 9 0.36 #> 926 g3_8 g2_2 12 0.48 #> 927 g3_8 g2_3 8 0.32 #> 928 g3_8 g2_4 18 0.72 #> 929 g3_8 g2_5 10 0.40 #> 930 g3_8 g2_6 6 0.24 #> 931 g3_8 g2_7 13 0.52 #> 932 g3_8 g2_8 20 0.80 #> 933 g3_8 g2_9 9 0.36 #> 934 g3_8 g3_1 13 0.52 #> 935 g3_8 g3_10 9 0.36 #> 936 g3_8 g3_11 7 0.28 #> 937 g3_8 g3_12 11 0.44 #> 938 g3_8 g3_13 11 0.44 #> 939 g3_8 g3_14 12 0.48 #> 940 g3_8 g3_15 7 0.28 #> 941 g3_8 g3_2 11 0.44 #> 942 g3_8 g3_3 8 0.32 #> 943 g3_8 g3_4 13 0.52 #> 944 g3_8 g3_5 16 0.64 #> 945 g3_8 g3_6 16 0.64 #> 946 g3_8 g3_7 11 0.44 #> 947 g3_9 g1_1 18 0.72 #> 948 g3_9 g1_10 10 0.40 #> 949 g3_9 g1_11 17 0.68 #> 950 g3_9 g1_12 9 0.36 #> 951 g3_9 g1_13 7 0.28 #> 952 g3_9 g1_14 15 0.60 #> 953 g3_9 g1_15 13 0.52 #> 954 g3_9 g1_2 6 0.24 #> 955 g3_9 g1_3 10 0.40 #> 956 g3_9 g1_4 6 0.24 #> 957 g3_9 g1_5 21 0.84 #> 958 g3_9 g1_6 10 0.40 #> 959 g3_9 g1_7 8 0.32 #> 960 g3_9 g1_8 12 0.48 #> 961 g3_9 g1_9 13 0.52 #> 962 g3_9 g2_1 10 0.40 #> 963 g3_9 g2_10 11 0.44 #> 964 g3_9 g2_11 12 0.48 #> 965 g3_9 g2_12 8 0.32 #> 966 g3_9 g2_13 4 0.16 #> 967 g3_9 g2_14 15 0.60 #> 968 g3_9 g2_15 10 0.40 #> 969 g3_9 g2_2 11 0.44 #> 970 g3_9 g2_3 17 0.68 #> 971 g3_9 g2_4 13 0.52 #> 972 g3_9 g2_5 6 0.24 #> 973 g3_9 g2_6 12 0.48 #> 974 g3_9 g2_7 7 0.28 #> 975 g3_9 g2_8 17 0.68 #> 976 g3_9 g2_9 7 0.28 #> 977 g3_9 g3_1 8 0.32 #> 978 g3_9 g3_10 11 0.44 #> 979 g3_9 g3_11 15 0.60 #> 980 g3_9 g3_12 14 0.56 #> 981 g3_9 g3_13 9 0.36 #> 982 g3_9 g3_14 7 0.28 #> 983 g3_9 g3_15 9 0.36 #> 984 g3_9 g3_2 11 0.44 #> 985 g3_9 g3_3 6 0.24 #> 986 g3_9 g3_4 16 0.64 #> 987 g3_9 g3_5 14 0.56 #> 988 g3_9 g3_6 15 0.60 #> 989 g3_9 g3_7 7 0.28 #> 990 g3_9 g3_8 11 0.44 #> 991 g4_1 g1_1 8 0.32 #> 992 g4_1 g1_10 14 0.56 #> 993 g4_1 g1_11 10 0.40 #> 994 g4_1 g1_12 11 0.44 #> 995 g4_1 g1_13 11 0.44 #> 996 g4_1 g1_14 9 0.36 #> 997 g4_1 g1_15 6 0.24 #> 998 g4_1 g1_2 12 0.48 #> 999 g4_1 g1_3 16 0.64 #> 1000 g4_1 g1_4 7 0.28 #> 1001 g4_1 g1_5 15 0.60 #> 1002 g4_1 g1_6 14 0.56 #> 1003 g4_1 g1_7 8 0.32 #> 1004 g4_1 g1_8 7 0.28 #> 1005 g4_1 g1_9 13 0.52 #> 1006 g4_1 g2_1 13 0.52 #> 1007 g4_1 g2_10 7 0.28 #> 1008 g4_1 g2_11 17 0.68 #> 1009 g4_1 g2_12 9 0.36 #> 1010 g4_1 g2_13 14 0.56 #> 1011 g4_1 g2_14 8 0.32 #> 1012 g4_1 g2_15 15 0.60 #> 1013 g4_1 g2_2 12 0.48 #> 1014 g4_1 g2_3 18 0.72 #> 1015 g4_1 g2_4 10 0.40 #> 1016 g4_1 g2_5 11 0.44 #> 1017 g4_1 g2_6 10 0.40 #> 1018 g4_1 g2_7 11 0.44 #> 1019 g4_1 g2_8 15 0.60 #> 1020 g4_1 g2_9 14 0.56 #> 1021 g4_1 g3_1 9 0.36 #> 1022 g4_1 g3_10 6 0.24 #> 1023 g4_1 g3_11 12 0.48 #> 1024 g4_1 g3_12 13 0.52 #> 1025 g4_1 g3_13 9 0.36 #> 1026 g4_1 g3_14 7 0.28 #> 1027 g4_1 g3_15 8 0.32 #> 1028 g4_1 g3_2 15 0.60 #> 1029 g4_1 g3_3 12 0.48 #> 1030 g4_1 g3_4 15 0.60 #> 1031 g4_1 g3_5 13 0.52 #> 1032 g4_1 g3_6 16 0.64 #> 1033 g4_1 g3_7 12 0.48 #> 1034 g4_1 g3_8 13 0.52 #> 1035 g4_1 g3_9 7 0.28 #> 1036 g4_10 g1_1 3 0.12 #> 1037 g4_10 g1_10 4 0.16 #> 1038 g4_10 g1_11 6 0.24 #> 1039 g4_10 g1_12 10 0.40 #> 1040 g4_10 g1_13 9 0.36 #> 1041 g4_10 g1_14 9 0.36 #> 1042 g4_10 g1_15 19 0.76 #> 1043 g4_10 g1_2 21 0.84 #> 1044 g4_10 g1_3 17 0.68 #> 1045 g4_10 g1_4 17 0.68 #> 1046 g4_10 g1_5 6 0.24 #> 1047 g4_10 g1_6 5 0.20 #> 1048 g4_10 g1_7 16 0.64 #> 1049 g4_10 g1_8 9 0.36 #> 1050 g4_10 g1_9 8 0.32 #> 1051 g4_10 g2_1 6 0.24 #> 1052 g4_10 g2_10 15 0.60 #> 1053 g4_10 g2_11 4 0.16 #> 1054 g4_10 g2_12 10 0.40 #> 1055 g4_10 g2_13 16 0.64 #> 1056 g4_10 g2_14 4 0.16 #> 1057 g4_10 g2_15 10 0.40 #> 1058 g4_10 g2_2 9 0.36 #> 1059 g4_10 g2_3 11 0.44 #> 1060 g4_10 g2_4 19 0.76 #> 1061 g4_10 g2_5 14 0.56 #> 1062 g4_10 g2_6 19 0.76 #> 1063 g4_10 g2_7 13 0.52 #> 1064 g4_10 g2_8 12 0.48 #> 1065 g4_10 g2_9 11 0.44 #> 1066 g4_10 g3_1 4 0.16 #> 1067 g4_10 g3_10 7 0.28 #> 1068 g4_10 g3_11 8 0.32 #> 1069 g4_10 g3_12 7 0.28 #> 1070 g4_10 g3_13 13 0.52 #> 1071 g4_10 g3_14 17 0.68 #> 1072 g4_10 g3_15 14 0.56 #> 1073 g4_10 g3_2 14 0.56 #> 1074 g4_10 g3_3 11 0.44 #> 1075 g4_10 g3_4 18 0.72 #> 1076 g4_10 g3_5 15 0.60 #> 1077 g4_10 g3_6 6 0.24 #> 1078 g4_10 g3_7 12 0.48 #> 1079 g4_10 g3_8 11 0.44 #> 1080 g4_10 g3_9 6 0.24 #> 1081 g4_10 g4_1 10 0.40 #> 1082 g4_11 g1_1 10 0.40 #> 1083 g4_11 g1_10 8 0.32 #> 1084 g4_11 g1_11 11 0.44 #> 1085 g4_11 g1_12 14 0.56 #> 1086 g4_11 g1_13 11 0.44 #> 1087 g4_11 g1_14 7 0.28 #> 1088 g4_11 g1_15 20 0.80 #> 1089 g4_11 g1_2 5 0.20 #> 1090 g4_11 g1_3 13 0.52 #> 1091 g4_11 g1_4 11 0.44 #> 1092 g4_11 g1_5 9 0.36 #> 1093 g4_11 g1_6 16 0.64 #> 1094 g4_11 g1_7 7 0.28 #> 1095 g4_11 g1_8 11 0.44 #> 1096 g4_11 g1_9 16 0.64 #> 1097 g4_11 g2_1 15 0.60 #> 1098 g4_11 g2_10 7 0.28 #> 1099 g4_11 g2_11 8 0.32 #> 1100 g4_11 g2_12 16 0.64 #> 1101 g4_11 g2_13 10 0.40 #> 1102 g4_11 g2_14 17 0.68 #> 1103 g4_11 g2_15 8 0.32 #> 1104 g4_11 g2_2 15 0.60 #> 1105 g4_11 g2_3 10 0.40 #> 1106 g4_11 g2_4 7 0.28 #> 1107 g4_11 g2_5 6 0.24 #> 1108 g4_11 g2_6 12 0.48 #> 1109 g4_11 g2_7 5 0.20 #> 1110 g4_11 g2_8 13 0.52 #> 1111 g4_11 g2_9 16 0.64 #> 1112 g4_11 g3_1 8 0.32 #> 1113 g4_11 g3_10 10 0.40 #> 1114 g4_11 g3_11 11 0.44 #> 1115 g4_11 g3_12 14 0.56 #> 1116 g4_11 g3_13 14 0.56 #> 1117 g4_11 g3_14 7 0.28 #> 1118 g4_11 g3_15 11 0.44 #> 1119 g4_11 g3_2 9 0.36 #> 1120 g4_11 g3_3 17 0.68 #> 1121 g4_11 g3_4 7 0.28 #> 1122 g4_11 g3_5 6 0.24 #> 1123 g4_11 g3_6 11 0.44 #> 1124 g4_11 g3_7 11 0.44 #> 1125 g4_11 g3_8 15 0.60 #> 1126 g4_11 g3_9 14 0.56 #> 1127 g4_11 g4_1 18 0.72 #> 1128 g4_11 g4_10 8 0.32 #> 1129 g4_12 g1_1 8 0.32 #> 1130 g4_12 g1_10 21 0.84 #> 1131 g4_12 g1_11 9 0.36 #> 1132 g4_12 g1_12 6 0.24 #> 1133 g4_12 g1_13 14 0.56 #> 1134 g4_12 g1_14 16 0.64 #> 1135 g4_12 g1_15 23 0.92 #> 1136 g4_12 g1_2 13 0.52 #> 1137 g4_12 g1_3 20 0.80 #> 1138 g4_12 g1_4 13 0.52 #> 1139 g4_12 g1_5 6 0.24 #> 1140 g4_12 g1_6 20 0.80 #> 1141 g4_12 g1_7 16 0.64 #> 1142 g4_12 g1_8 14 0.56 #> 1143 g4_12 g1_9 14 0.56 #> 1144 g4_12 g2_1 16 0.64 #> 1145 g4_12 g2_10 9 0.36 #> 1146 g4_12 g2_11 10 0.40 #> 1147 g4_12 g2_12 7 0.28 #> 1148 g4_12 g2_13 13 0.52 #> 1149 g4_12 g2_14 19 0.76 #> 1150 g4_12 g2_15 16 0.64 #> 1151 g4_12 g2_2 16 0.64 #> 1152 g4_12 g2_3 17 0.68 #> 1153 g4_12 g2_4 12 0.48 #> 1154 g4_12 g2_5 7 0.28 #> 1155 g4_12 g2_6 8 0.32 #> 1156 g4_12 g2_7 12 0.48 #> 1157 g4_12 g2_8 11 0.44 #> 1158 g4_12 g2_9 5 0.20 #> 1159 g4_12 g3_1 7 0.28 #> 1160 g4_12 g3_10 13 0.52 #> 1161 g4_12 g3_11 5 0.20 #> 1162 g4_12 g3_12 13 0.52 #> 1163 g4_12 g3_13 18 0.72 #> 1164 g4_12 g3_14 11 0.44 #> 1165 g4_12 g3_15 14 0.56 #> 1166 g4_12 g3_2 5 0.20 #> 1167 g4_12 g3_3 18 0.72 #> 1168 g4_12 g3_4 7 0.28 #> 1169 g4_12 g3_5 11 0.44 #> 1170 g4_12 g3_6 12 0.48 #> 1171 g4_12 g3_7 4 0.16 #> 1172 g4_12 g3_8 14 0.56 #> 1173 g4_12 g3_9 7 0.28 #> 1174 g4_12 g4_1 10 0.40 #> 1175 g4_12 g4_10 20 0.80 #> 1176 g4_12 g4_11 16 0.64 #> 1177 g4_13 g1_1 19 0.76 #> 1178 g4_13 g1_10 3 0.12 #> 1179 g4_13 g1_11 6 0.24 #> 1180 g4_13 g1_12 7 0.28 #> 1181 g4_13 g1_13 10 0.40 #> 1182 g4_13 g1_14 17 0.68 #> 1183 g4_13 g1_15 7 0.28 #> 1184 g4_13 g1_2 5 0.20 #> 1185 g4_13 g1_3 4 0.16 #> 1186 g4_13 g1_4 13 0.52 #> 1187 g4_13 g1_5 14 0.56 #> 1188 g4_13 g1_6 8 0.32 #> 1189 g4_13 g1_7 10 0.40 #> 1190 g4_13 g1_8 9 0.36 #> 1191 g4_13 g1_9 12 0.48 #> 1192 g4_13 g2_1 10 0.40 #> 1193 g4_13 g2_10 16 0.64 #> 1194 g4_13 g2_11 13 0.52 #> 1195 g4_13 g2_12 15 0.60 #> 1196 g4_13 g2_13 15 0.60 #> 1197 g4_13 g2_14 11 0.44 #> 1198 g4_13 g2_15 7 0.28 #> 1199 g4_13 g2_2 14 0.56 #> 1200 g4_13 g2_3 15 0.60 #> 1201 g4_13 g2_4 11 0.44 #> 1202 g4_13 g2_5 7 0.28 #> 1203 g4_13 g2_6 12 0.48 #> 1204 g4_13 g2_7 15 0.60 #> 1205 g4_13 g2_8 3 0.12 #> 1206 g4_13 g2_9 9 0.36 #> 1207 g4_13 g3_1 8 0.32 #> 1208 g4_13 g3_10 15 0.60 #> 1209 g4_13 g3_11 13 0.52 #> 1210 g4_13 g3_12 5 0.20 #> 1211 g4_13 g3_13 15 0.60 #> 1212 g4_13 g3_14 15 0.60 #> 1213 g4_13 g3_15 12 0.48 #> 1214 g4_13 g3_2 15 0.60 #> 1215 g4_13 g3_3 14 0.56 #> 1216 g4_13 g3_4 5 0.20 #> 1217 g4_13 g3_5 17 0.68 #> 1218 g4_13 g3_6 13 0.52 #> 1219 g4_13 g3_7 18 0.72 #> 1220 g4_13 g3_8 18 0.72 #> 1221 g4_13 g3_9 8 0.32 #> 1222 g4_13 g4_1 15 0.60 #> 1223 g4_13 g4_10 14 0.56 #> 1224 g4_13 g4_11 17 0.68 #> 1225 g4_13 g4_12 11 0.44 #> 1226 g4_14 g1_1 15 0.60 #> 1227 g4_14 g1_10 15 0.60 #> 1228 g4_14 g1_11 22 0.88 #> 1229 g4_14 g1_12 15 0.60 #> 1230 g4_14 g1_13 6 0.24 #> 1231 g4_14 g1_14 13 0.52 #> 1232 g4_14 g1_15 22 0.88 #> 1233 g4_14 g1_2 18 0.72 #> 1234 g4_14 g1_3 14 0.56 #> 1235 g4_14 g1_4 7 0.28 #> 1236 g4_14 g1_5 21 0.84 #> 1237 g4_14 g1_6 15 0.60 #> 1238 g4_14 g1_7 12 0.48 #> 1239 g4_14 g1_8 17 0.68 #> 1240 g4_14 g1_9 16 0.64 #> 1241 g4_14 g2_1 17 0.68 #> 1242 g4_14 g2_10 8 0.32 #> 1243 g4_14 g2_11 9 0.36 #> 1244 g4_14 g2_12 9 0.36 #> 1245 g4_14 g2_13 9 0.36 #> 1246 g4_14 g2_14 9 0.36 #> 1247 g4_14 g2_15 10 0.40 #> 1248 g4_14 g2_2 13 0.52 #> 1249 g4_14 g2_3 4 0.16 #> 1250 g4_14 g2_4 17 0.68 #> 1251 g4_14 g2_5 13 0.52 #> 1252 g4_14 g2_6 6 0.24 #> 1253 g4_14 g2_7 19 0.76 #> 1254 g4_14 g2_8 5 0.20 #> 1255 g4_14 g2_9 11 0.44 #> 1256 g4_14 g3_1 15 0.60 #> 1257 g4_14 g3_10 13 0.52 #> 1258 g4_14 g3_11 11 0.44 #> 1259 g4_14 g3_12 11 0.44 #> 1260 g4_14 g3_13 8 0.32 #> 1261 g4_14 g3_14 15 0.60 #> 1262 g4_14 g3_15 14 0.56 #> 1263 g4_14 g3_2 19 0.76 #> 1264 g4_14 g3_3 19 0.76 #> 1265 g4_14 g3_4 5 0.20 #> 1266 g4_14 g3_5 12 0.48 #> 1267 g4_14 g3_6 12 0.48 #> 1268 g4_14 g3_7 16 0.64 #> 1269 g4_14 g3_8 8 0.32 #> 1270 g4_14 g3_9 17 0.68 #> 1271 g4_14 g4_1 8 0.32 #> 1272 g4_14 g4_10 17 0.68 #> 1273 g4_14 g4_11 3 0.12 #> 1274 g4_14 g4_12 17 0.68 #> 1275 g4_14 g4_13 11 0.44 #> 1276 g4_15 g1_1 4 0.16 #> 1277 g4_15 g1_10 6 0.24 #> 1278 g4_15 g1_11 5 0.20 #> 1279 g4_15 g1_12 18 0.72 #> 1280 g4_15 g1_13 12 0.48 #> 1281 g4_15 g1_14 12 0.48 #> 1282 g4_15 g1_15 3 0.12 #> 1283 g4_15 g1_2 14 0.56 #> 1284 g4_15 g1_3 12 0.48 #> 1285 g4_15 g1_4 9 0.36 #> 1286 g4_15 g1_5 10 0.40 #> 1287 g4_15 g1_6 5 0.20 #> 1288 g4_15 g1_7 5 0.20 #> 1289 g4_15 g1_8 12 0.48 #> 1290 g4_15 g1_9 15 0.60 #> 1291 g4_15 g2_1 12 0.48 #> 1292 g4_15 g2_10 7 0.28 #> 1293 g4_15 g2_11 10 0.40 #> 1294 g4_15 g2_12 14 0.56 #> 1295 g4_15 g2_13 16 0.64 #> 1296 g4_15 g2_14 11 0.44 #> 1297 g4_15 g2_15 14 0.56 #> 1298 g4_15 g2_2 14 0.56 #> 1299 g4_15 g2_3 15 0.60 #> 1300 g4_15 g2_4 12 0.48 #> 1301 g4_15 g2_5 15 0.60 #> 1302 g4_15 g2_6 15 0.60 #> 1303 g4_15 g2_7 9 0.36 #> 1304 g4_15 g2_8 13 0.52 #> 1305 g4_15 g2_9 14 0.56 #> 1306 g4_15 g3_1 9 0.36 #> 1307 g4_15 g3_10 11 0.44 #> 1308 g4_15 g3_11 6 0.24 #> 1309 g4_15 g3_12 8 0.32 #> 1310 g4_15 g3_13 11 0.44 #> 1311 g4_15 g3_14 11 0.44 #> 1312 g4_15 g3_15 8 0.32 #> 1313 g4_15 g3_2 10 0.40 #> 1314 g4_15 g3_3 11 0.44 #> 1315 g4_15 g3_4 6 0.24 #> 1316 g4_15 g3_5 15 0.60 #> 1317 g4_15 g3_6 11 0.44 #> 1318 g4_15 g3_7 14 0.56 #> 1319 g4_15 g3_8 11 0.44 #> 1320 g4_15 g3_9 10 0.40 #> 1321 g4_15 g4_1 16 0.64 #> 1322 g4_15 g4_10 17 0.68 #> 1323 g4_15 g4_11 10 0.40 #> 1324 g4_15 g4_12 15 0.60 #> 1325 g4_15 g4_13 9 0.36 #> 1326 g4_15 g4_14 8 0.32 #> 1327 g4_2 g1_1 12 0.48 #> 1328 g4_2 g1_10 13 0.52 #> 1329 g4_2 g1_11 9 0.36 #> 1330 g4_2 g1_12 8 0.32 #> 1331 g4_2 g1_13 16 0.64 #> 1332 g4_2 g1_14 19 0.76 #> 1333 g4_2 g1_15 13 0.52 #> 1334 g4_2 g1_2 11 0.44 #> 1335 g4_2 g1_3 17 0.68 #> 1336 g4_2 g1_4 17 0.68 #> 1337 g4_2 g1_5 20 0.80 #> 1338 g4_2 g1_6 7 0.28 #> 1339 g4_2 g1_7 11 0.44 #> 1340 g4_2 g1_8 8 0.32 #> 1341 g4_2 g1_9 19 0.76 #> 1342 g4_2 g2_1 15 0.60 #> 1343 g4_2 g2_10 16 0.64 #> 1344 g4_2 g2_11 9 0.36 #> 1345 g4_2 g2_12 13 0.52 #> 1346 g4_2 g2_13 7 0.28 #> 1347 g4_2 g2_14 12 0.48 #> 1348 g4_2 g2_15 14 0.56 #> 1349 g4_2 g2_2 10 0.40 #> 1350 g4_2 g2_3 15 0.60 #> 1351 g4_2 g2_4 14 0.56 #> 1352 g4_2 g2_5 18 0.72 #> 1353 g4_2 g2_6 9 0.36 #> 1354 g4_2 g2_7 14 0.56 #> 1355 g4_2 g2_8 12 0.48 #> 1356 g4_2 g2_9 10 0.40 #> 1357 g4_2 g3_1 9 0.36 #> 1358 g4_2 g3_10 12 0.48 #> 1359 g4_2 g3_11 10 0.40 #> 1360 g4_2 g3_12 5 0.20 #> 1361 g4_2 g3_13 10 0.40 #> 1362 g4_2 g3_14 17 0.68 #> 1363 g4_2 g3_15 12 0.48 #> 1364 g4_2 g3_2 17 0.68 #> 1365 g4_2 g3_3 13 0.52 #> 1366 g4_2 g3_4 8 0.32 #> 1367 g4_2 g3_5 10 0.40 #> 1368 g4_2 g3_6 13 0.52 #> 1369 g4_2 g3_7 7 0.28 #> 1370 g4_2 g3_8 8 0.32 #> 1371 g4_2 g3_9 8 0.32 #> 1372 g4_2 g4_1 8 0.32 #> 1373 g4_2 g4_10 8 0.32 #> 1374 g4_2 g4_11 17 0.68 #> 1375 g4_2 g4_12 17 0.68 #> 1376 g4_2 g4_13 16 0.64 #> 1377 g4_2 g4_14 12 0.48 #> 1378 g4_2 g4_15 12 0.48 #> 1379 g4_3 g1_1 12 0.48 #> 1380 g4_3 g1_10 15 0.60 #> 1381 g4_3 g1_11 13 0.52 #> 1382 g4_3 g1_12 7 0.28 #> 1383 g4_3 g1_13 14 0.56 #> 1384 g4_3 g1_14 15 0.60 #> 1385 g4_3 g1_15 16 0.64 #> 1386 g4_3 g1_2 9 0.36 #> 1387 g4_3 g1_3 15 0.60 #> 1388 g4_3 g1_4 9 0.36 #> 1389 g4_3 g1_5 12 0.48 #> 1390 g4_3 g1_6 14 0.56 #> 1391 g4_3 g1_7 7 0.28 #> 1392 g4_3 g1_8 14 0.56 #> 1393 g4_3 g1_9 16 0.64 #> 1394 g4_3 g2_1 13 0.52 #> 1395 g4_3 g2_10 13 0.52 #> 1396 g4_3 g2_11 14 0.56 #> 1397 g4_3 g2_12 8 0.32 #> 1398 g4_3 g2_13 14 0.56 #> 1399 g4_3 g2_14 13 0.52 #> 1400 g4_3 g2_15 11 0.44 #> 1401 g4_3 g2_2 15 0.60 #> 1402 g4_3 g2_3 13 0.52 #> 1403 g4_3 g2_4 16 0.64 #> 1404 g4_3 g2_5 12 0.48 #> 1405 g4_3 g2_6 10 0.40 #> 1406 g4_3 g2_7 11 0.44 #> 1407 g4_3 g2_8 13 0.52 #> 1408 g4_3 g2_9 10 0.40 #> 1409 g4_3 g3_1 10 0.40 #> 1410 g4_3 g3_10 10 0.40 #> 1411 g4_3 g3_11 14 0.56 #> 1412 g4_3 g3_12 9 0.36 #> 1413 g4_3 g3_13 16 0.64 #> 1414 g4_3 g3_14 11 0.44 #> 1415 g4_3 g3_15 13 0.52 #> 1416 g4_3 g3_2 11 0.44 #> 1417 g4_3 g3_3 11 0.44 #> 1418 g4_3 g3_4 16 0.64 #> 1419 g4_3 g3_5 11 0.44 #> 1420 g4_3 g3_6 15 0.60 #> 1421 g4_3 g3_7 7 0.28 #> 1422 g4_3 g3_8 9 0.36 #> 1423 g4_3 g3_9 14 0.56 #> 1424 g4_3 g4_1 10 0.40 #> 1425 g4_3 g4_10 16 0.64 #> 1426 g4_3 g4_11 9 0.36 #> 1427 g4_3 g4_12 13 0.52 #> 1428 g4_3 g4_13 11 0.44 #> 1429 g4_3 g4_14 13 0.52 #> 1430 g4_3 g4_15 13 0.52 #> 1431 g4_3 g4_2 14 0.56 #> 1432 g4_4 g1_1 12 0.48 #> 1433 g4_4 g1_10 11 0.44 #> 1434 g4_4 g1_11 10 0.40 #> 1435 g4_4 g1_12 7 0.28 #> 1436 g4_4 g1_13 16 0.64 #> 1437 g4_4 g1_14 16 0.64 #> 1438 g4_4 g1_15 12 0.48 #> 1439 g4_4 g1_2 6 0.24 #> 1440 g4_4 g1_3 19 0.76 #> 1441 g4_4 g1_4 7 0.28 #> 1442 g4_4 g1_5 9 0.36 #> 1443 g4_4 g1_6 16 0.64 #> 1444 g4_4 g1_7 14 0.56 #> 1445 g4_4 g1_8 17 0.68 #> 1446 g4_4 g1_9 12 0.48 #> 1447 g4_4 g2_1 15 0.60 #> 1448 g4_4 g2_10 19 0.76 #> 1449 g4_4 g2_11 19 0.76 #> 1450 g4_4 g2_12 14 0.56 #> 1451 g4_4 g2_13 9 0.36 #> 1452 g4_4 g2_14 12 0.48 #> 1453 g4_4 g2_15 11 0.44 #> 1454 g4_4 g2_2 17 0.68 #> 1455 g4_4 g2_3 18 0.72 #> 1456 g4_4 g2_4 15 0.60 #> 1457 g4_4 g2_5 9 0.36 #> 1458 g4_4 g2_6 21 0.84 #> 1459 g4_4 g2_7 8 0.32 #> 1460 g4_4 g2_8 15 0.60 #> 1461 g4_4 g2_9 13 0.52 #> 1462 g4_4 g3_1 14 0.56 #> 1463 g4_4 g3_10 5 0.20 #> 1464 g4_4 g3_11 9 0.36 #> 1465 g4_4 g3_12 8 0.32 #> 1466 g4_4 g3_13 11 0.44 #> 1467 g4_4 g3_14 9 0.36 #> 1468 g4_4 g3_15 8 0.32 #> 1469 g4_4 g3_2 9 0.36 #> 1470 g4_4 g3_3 8 0.32 #> 1471 g4_4 g3_4 20 0.80 #> 1472 g4_4 g3_5 17 0.68 #> 1473 g4_4 g3_6 5 0.20 #> 1474 g4_4 g3_7 6 0.24 #> 1475 g4_4 g3_8 17 0.68 #> 1476 g4_4 g3_9 7 0.28 #> 1477 g4_4 g4_1 12 0.48 #> 1478 g4_4 g4_10 20 0.80 #> 1479 g4_4 g4_11 6 0.24 #> 1480 g4_4 g4_12 13 0.52 #> 1481 g4_4 g4_13 7 0.28 #> 1482 g4_4 g4_14 7 0.28 #> 1483 g4_4 g4_15 14 0.56 #> 1484 g4_4 g4_2 9 0.36 #> 1485 g4_4 g4_3 14 0.56 #> 1486 g4_5 g1_1 7 0.28 #> 1487 g4_5 g1_10 9 0.36 #> 1488 g4_5 g1_11 14 0.56 #> 1489 g4_5 g1_12 8 0.32 #> 1490 g4_5 g1_13 10 0.40 #> 1491 g4_5 g1_14 10 0.40 #> 1492 g4_5 g1_15 18 0.72 #> 1493 g4_5 g1_2 10 0.40 #> 1494 g4_5 g1_3 18 0.72 #> 1495 g4_5 g1_4 11 0.44 #> 1496 g4_5 g1_5 16 0.64 #> 1497 g4_5 g1_6 19 0.76 #> 1498 g4_5 g1_7 10 0.40 #> 1499 g4_5 g1_8 14 0.56 #> 1500 g4_5 g1_9 13 0.52 #> 1501 g4_5 g2_1 19 0.76 #> 1502 g4_5 g2_10 12 0.48 #> 1503 g4_5 g2_11 19 0.76 #> 1504 g4_5 g2_12 7 0.28 #> 1505 g4_5 g2_13 11 0.44 #> 1506 g4_5 g2_14 8 0.32 #> 1507 g4_5 g2_15 14 0.56 #> 1508 g4_5 g2_2 8 0.32 #> 1509 g4_5 g2_3 16 0.64 #> 1510 g4_5 g2_4 6 0.24 #> 1511 g4_5 g2_5 16 0.64 #> 1512 g4_5 g2_6 18 0.72 #> 1513 g4_5 g2_7 16 0.64 #> 1514 g4_5 g2_8 10 0.40 #> 1515 g4_5 g2_9 12 0.48 #> 1516 g4_5 g3_1 12 0.48 #> 1517 g4_5 g3_10 14 0.56 #> 1518 g4_5 g3_11 10 0.40 #> 1519 g4_5 g3_12 12 0.48 #> 1520 g4_5 g3_13 9 0.36 #> 1521 g4_5 g3_14 12 0.48 #> 1522 g4_5 g3_15 12 0.48 #> 1523 g4_5 g3_2 6 0.24 #> 1524 g4_5 g3_3 12 0.48 #> 1525 g4_5 g3_4 5 0.20 #> 1526 g4_5 g3_5 13 0.52 #> 1527 g4_5 g3_6 15 0.60 #> 1528 g4_5 g3_7 9 0.36 #> 1529 g4_5 g3_8 5 0.20 #> 1530 g4_5 g3_9 14 0.56 #> 1531 g4_5 g4_1 16 0.64 #> 1532 g4_5 g4_10 12 0.48 #> 1533 g4_5 g4_11 16 0.64 #> 1534 g4_5 g4_12 15 0.60 #> 1535 g4_5 g4_13 6 0.24 #> 1536 g4_5 g4_14 13 0.52 #> 1537 g4_5 g4_15 9 0.36 #> 1538 g4_5 g4_2 6 0.24 #> 1539 g4_5 g4_3 5 0.20 #> 1540 g4_5 g4_4 7 0.28 #> 1541 g4_6 g1_1 13 0.52 #> 1542 g4_6 g1_10 9 0.36 #> 1543 g4_6 g1_11 17 0.68 #> 1544 g4_6 g1_12 16 0.64 #> 1545 g4_6 g1_13 8 0.32 #> 1546 g4_6 g1_14 12 0.48 #> 1547 g4_6 g1_15 19 0.76 #> 1548 g4_6 g1_2 7 0.28 #> 1549 g4_6 g1_3 22 0.88 #> 1550 g4_6 g1_4 14 0.56 #> 1551 g4_6 g1_5 5 0.20 #> 1552 g4_6 g1_6 17 0.68 #> 1553 g4_6 g1_7 17 0.68 #> 1554 g4_6 g1_8 15 0.60 #> 1555 g4_6 g1_9 15 0.60 #> 1556 g4_6 g2_1 15 0.60 #> 1557 g4_6 g2_10 7 0.28 #> 1558 g4_6 g2_11 8 0.32 #> 1559 g4_6 g2_12 5 0.20 #> 1560 g4_6 g2_13 5 0.20 #> 1561 g4_6 g2_14 14 0.56 #> 1562 g4_6 g2_15 15 0.60 #> 1563 g4_6 g2_2 12 0.48 #> 1564 g4_6 g2_3 19 0.76 #> 1565 g4_6 g2_4 8 0.32 #> 1566 g4_6 g2_5 8 0.32 #> 1567 g4_6 g2_6 9 0.36 #> 1568 g4_6 g2_7 21 0.84 #> 1569 g4_6 g2_8 12 0.48 #> 1570 g4_6 g2_9 19 0.76 #> 1571 g4_6 g3_1 16 0.64 #> 1572 g4_6 g3_10 16 0.64 #> 1573 g4_6 g3_11 18 0.72 #> 1574 g4_6 g3_12 14 0.56 #> 1575 g4_6 g3_13 11 0.44 #> 1576 g4_6 g3_14 5 0.20 #> 1577 g4_6 g3_15 5 0.20 #> 1578 g4_6 g3_2 13 0.52 #> 1579 g4_6 g3_3 17 0.68 #> 1580 g4_6 g3_4 6 0.24 #> 1581 g4_6 g3_5 16 0.64 #> 1582 g4_6 g3_6 12 0.48 #> 1583 g4_6 g3_7 14 0.56 #> 1584 g4_6 g3_8 18 0.72 #> 1585 g4_6 g3_9 9 0.36 #> 1586 g4_6 g4_1 15 0.60 #> 1587 g4_6 g4_10 15 0.60 #> 1588 g4_6 g4_11 20 0.80 #> 1589 g4_6 g4_12 11 0.44 #> 1590 g4_6 g4_13 5 0.20 #> 1591 g4_6 g4_14 10 0.40 #> 1592 g4_6 g4_15 13 0.52 #> 1593 g4_6 g4_2 16 0.64 #> 1594 g4_6 g4_3 13 0.52 #> 1595 g4_6 g4_4 12 0.48 #> 1596 g4_6 g4_5 14 0.56 #> 1597 g4_7 g1_1 7 0.28 #> 1598 g4_7 g1_10 4 0.16 #> 1599 g4_7 g1_11 11 0.44 #> 1600 g4_7 g1_12 9 0.36 #> 1601 g4_7 g1_13 5 0.20 #> 1602 g4_7 g1_14 4 0.16 #> 1603 g4_7 g1_15 7 0.28 #> 1604 g4_7 g1_2 19 0.76 #> 1605 g4_7 g1_3 16 0.64 #> 1606 g4_7 g1_4 14 0.56 #> 1607 g4_7 g1_5 19 0.76 #> 1608 g4_7 g1_6 19 0.76 #> 1609 g4_7 g1_7 11 0.44 #> 1610 g4_7 g1_8 10 0.40 #> 1611 g4_7 g1_9 8 0.32 #> 1612 g4_7 g2_1 14 0.56 #> 1613 g4_7 g2_10 12 0.48 #> 1614 g4_7 g2_11 7 0.28 #> 1615 g4_7 g2_12 8 0.32 #> 1616 g4_7 g2_13 11 0.44 #> 1617 g4_7 g2_14 9 0.36 #> 1618 g4_7 g2_15 8 0.32 #> 1619 g4_7 g2_2 12 0.48 #> 1620 g4_7 g2_3 15 0.60 #> 1621 g4_7 g2_4 14 0.56 #> 1622 g4_7 g2_5 13 0.52 #> 1623 g4_7 g2_6 12 0.48 #> 1624 g4_7 g2_7 10 0.40 #> 1625 g4_7 g2_8 8 0.32 #> 1626 g4_7 g2_9 11 0.44 #> 1627 g4_7 g3_1 8 0.32 #> 1628 g4_7 g3_10 14 0.56 #> 1629 g4_7 g3_11 9 0.36 #> 1630 g4_7 g3_12 21 0.84 #> 1631 g4_7 g3_13 18 0.72 #> 1632 g4_7 g3_14 14 0.56 #> 1633 g4_7 g3_15 14 0.56 #> 1634 g4_7 g3_2 15 0.60 #> 1635 g4_7 g3_3 17 0.68 #> 1636 g4_7 g3_4 6 0.24 #> 1637 g4_7 g3_5 11 0.44 #> 1638 g4_7 g3_6 14 0.56 #> 1639 g4_7 g3_7 9 0.36 #> 1640 g4_7 g3_8 8 0.32 #> 1641 g4_7 g3_9 9 0.36 #> 1642 g4_7 g4_1 11 0.44 #> 1643 g4_7 g4_10 11 0.44 #> 1644 g4_7 g4_11 9 0.36 #> 1645 g4_7 g4_12 12 0.48 #> 1646 g4_7 g4_13 13 0.52 #> 1647 g4_7 g4_14 13 0.52 #> 1648 g4_7 g4_15 7 0.28 #> 1649 g4_7 g4_2 14 0.56 #> 1650 g4_7 g4_3 19 0.76 #> 1651 g4_7 g4_4 7 0.28 #> 1652 g4_7 g4_5 10 0.40 #> 1653 g4_7 g4_6 23 0.92 #> 1654 g4_8 g1_1 9 0.36 #> 1655 g4_8 g1_10 13 0.52 #> 1656 g4_8 g1_11 9 0.36 #> 1657 g4_8 g1_12 7 0.28 #> 1658 g4_8 g1_13 9 0.36 #> 1659 g4_8 g1_14 17 0.68 #> 1660 g4_8 g1_15 7 0.28 #> 1661 g4_8 g1_2 11 0.44 #> 1662 g4_8 g1_3 12 0.48 #> 1663 g4_8 g1_4 8 0.32 #> 1664 g4_8 g1_5 7 0.28 #> 1665 g4_8 g1_6 12 0.48 #> 1666 g4_8 g1_7 16 0.64 #> 1667 g4_8 g1_8 9 0.36 #> 1668 g4_8 g1_9 13 0.52 #> 1669 g4_8 g2_1 10 0.40 #> 1670 g4_8 g2_10 11 0.44 #> 1671 g4_8 g2_11 8 0.32 #> 1672 g4_8 g2_12 20 0.80 #> 1673 g4_8 g2_13 16 0.64 #> 1674 g4_8 g2_14 17 0.68 #> 1675 g4_8 g2_15 15 0.60 #> 1676 g4_8 g2_2 11 0.44 #> 1677 g4_8 g2_3 10 0.40 #> 1678 g4_8 g2_4 11 0.44 #> 1679 g4_8 g2_5 11 0.44 #> 1680 g4_8 g2_6 6 0.24 #> 1681 g4_8 g2_7 9 0.36 #> 1682 g4_8 g2_8 12 0.48 #> 1683 g4_8 g2_9 15 0.60 #> 1684 g4_8 g3_1 9 0.36 #> 1685 g4_8 g3_10 17 0.68 #> 1686 g4_8 g3_11 13 0.52 #> 1687 g4_8 g3_12 16 0.64 #> 1688 g4_8 g3_13 10 0.40 #> 1689 g4_8 g3_14 16 0.64 #> 1690 g4_8 g3_15 12 0.48 #> 1691 g4_8 g3_2 8 0.32 #> 1692 g4_8 g3_3 9 0.36 #> 1693 g4_8 g3_4 14 0.56 #> 1694 g4_8 g3_5 20 0.80 #> 1695 g4_8 g3_6 12 0.48 #> 1696 g4_8 g3_7 14 0.56 #> 1697 g4_8 g3_8 17 0.68 #> 1698 g4_8 g3_9 13 0.52 #> 1699 g4_8 g4_1 16 0.64 #> 1700 g4_8 g4_10 17 0.68 #> 1701 g4_8 g4_11 16 0.64 #> 1702 g4_8 g4_12 6 0.24 #> 1703 g4_8 g4_13 13 0.52 #> 1704 g4_8 g4_14 11 0.44 #> 1705 g4_8 g4_15 10 0.40 #> 1706 g4_8 g4_2 11 0.44 #> 1707 g4_8 g4_3 13 0.52 #> 1708 g4_8 g4_4 13 0.52 #> 1709 g4_8 g4_5 16 0.64 #> 1710 g4_8 g4_6 12 0.48 #> 1711 g4_8 g4_7 9 0.36 #> 1712 g4_9 g1_1 5 0.20 #> 1713 g4_9 g1_10 7 0.28 #> 1714 g4_9 g1_11 10 0.40 #> 1715 g4_9 g1_12 8 0.32 #> 1716 g4_9 g1_13 9 0.36 #> 1717 g4_9 g1_14 10 0.40 #> 1718 g4_9 g1_15 10 0.40 #> 1719 g4_9 g1_2 10 0.40 #> 1720 g4_9 g1_3 13 0.52 #> 1721 g4_9 g1_4 14 0.56 #> 1722 g4_9 g1_5 17 0.68 #> 1723 g4_9 g1_6 12 0.48 #> 1724 g4_9 g1_7 7 0.28 #> 1725 g4_9 g1_8 4 0.16 #> 1726 g4_9 g1_9 12 0.48 #> 1727 g4_9 g2_1 9 0.36 #> 1728 g4_9 g2_10 7 0.28 #> 1729 g4_9 g2_11 12 0.48 #> 1730 g4_9 g2_12 11 0.44 #> 1731 g4_9 g2_13 13 0.52 #> 1732 g4_9 g2_14 8 0.32 #> 1733 g4_9 g2_15 19 0.76 #> 1734 g4_9 g2_2 11 0.44 #> 1735 g4_9 g2_3 12 0.48 #> 1736 g4_9 g2_4 9 0.36 #> 1737 g4_9 g2_5 12 0.48 #> 1738 g4_9 g2_6 12 0.48 #> 1739 g4_9 g2_7 8 0.32 #> 1740 g4_9 g2_8 5 0.20 #> 1741 g4_9 g2_9 13 0.52 #> 1742 g4_9 g3_1 6 0.24 #> 1743 g4_9 g3_10 14 0.56 #> 1744 g4_9 g3_11 7 0.28 #> 1745 g4_9 g3_12 11 0.44 #> 1746 g4_9 g3_13 7 0.28 #> 1747 g4_9 g3_14 8 0.32 #> 1748 g4_9 g3_15 6 0.24 #> 1749 g4_9 g3_2 9 0.36 #> 1750 g4_9 g3_3 9 0.36 #> 1751 g4_9 g3_4 14 0.56 #> 1752 g4_9 g3_5 12 0.48 #> 1753 g4_9 g3_6 14 0.56 #> 1754 g4_9 g3_7 14 0.56 #> 1755 g4_9 g3_8 9 0.36 #> 1756 g4_9 g3_9 7 0.28 #> 1757 g4_9 g4_1 16 0.64 #> 1758 g4_9 g4_10 8 0.32 #> 1759 g4_9 g4_11 8 0.32 #> 1760 g4_9 g4_12 13 0.52 #> 1761 g4_9 g4_13 14 0.56 #> 1762 g4_9 g4_14 15 0.60 #> 1763 g4_9 g4_15 7 0.28 #> 1764 g4_9 g4_2 8 0.32 #> 1765 g4_9 g4_3 14 0.56 #> 1766 g4_9 g4_4 9 0.36 #> 1767 g4_9 g4_5 12 0.48 #> 1768 g4_9 g4_6 12 0.48 #> 1769 g4_9 g4_7 19 0.76 #> 1770 g4_9 g4_8 9 0.36