Overview of Feature Values

The following measures were taken for the results of each feature:

Instance Feature Values

obs nas min qu_1st med mean qu_3rd max sd coeff_var
c_avg_deg_cons 4642 0 1.9 2 2.3 5.8 2.9 1e+03 25 4.3
c_avg_dom_cons 4642 0 2 2.7 11 16 15 4.5e+03 95 5.8
c_avg_domdeg_cons 4642 0 0.51 1.1 3.5 4.3 5.3 20 4.1 0.95
c_bounds_d 4642 0 0 0 0 0 0 0 0
c_bounds_r 4642 0 0 0 0 0 0 0 0
c_bounds_z 4642 0 0 0 0 0 0 0 0
c_cv_deg_cons 4642 0 0 0 0.18 0.48 0.73 12 0.8 1.6
c_cv_dom_cons 4642 0 -1 0.23 0.59 0.67 1.1 12 0.86 1.3
c_cv_domdeg_cons 4642 0 -1 4.7e-07 0.26 0.33 0.56 1.4 0.42 1.3
c_domain 4642 0 0 0 0 17 0 1e+03 1.3e+02 7.4
c_ent_deg_cons 4642 0 -1.6e-15 4.2e-16 0.92 0.78 1.2 7.6 0.77 0.99
c_ent_dom_cons 4642 0 -1.2e-15 0.22 1.6 2.2 2.5 9.6 2.5 1.1
c_ent_domdeg_cons 4642 0 -1.5e-15 4.8e-16 0.67 0.77 1.2 2.5 0.75 0.98
c_logprod_deg_cons 4642 0 20 2.3e+03 5.6e+03 1.7e+04 2.4e+04 5e+05 2.4e+04 1.4
c_logprod_dom_cons 4642 0 -1 3.7e+03 1.3e+04 3.2e+04 3.5e+04 2.7e+06 7.6e+04 2.4
c_max_deg_cons 4642 0 2 2 3 31 20 4e+03 1.4e+02 4.4
c_max_dom_cons 4642 0 3 9 21 99 52 7.2e+03 2.6e+02 2.6
c_max_domdeg_cons 4642 0 0.55 2.7 5.5 8.6 11 24 7.9 0.92
c_min_deg_cons 4642 0 1 1 2 3.2 2 5e+02 11 3.5
c_min_dom_cons 4642 0 0 2 2 6.4 3 4.5e+03 76 12
c_min_domdeg_cons 4642 0 0 1 1 1.8 1 20 1.9 1.1
c_num_cons 4642 0 4 1.8e+03 5e+03 1.4e+04 2.1e+04 5e+05 2.1e+04 1.5
c_priority 4642 0 0 0 0 0 0 0 0
c_ratio_cons 4642 0 0.02 1.2 1.5 9.9 11 6e+02 19 1.9
c_sum_ari_cons 4642 0 12 4.8e+03 1.2e+04 3.5e+04 4.8e+04 1.5e+06 5.6e+04 1.6
c_sum_dom_cons 4642 0 1.2e+02 1.1e+04 4.8e+04 1.4e+05 1.2e+05 2e+07 5.2e+05 3.8
c_sum_domdeg_cons 4642 0 4 3.4e+03 2e+04 5.5e+04 4.7e+04 1e+07 2.5e+05 4.4
d_array_cons 4642 0 0 0 6.5e+02 7.3e+03 8.1e+03 7.4e+04 1.4e+04 2
d_bool_cons 4642 0 0 0 0 21 0 4.7e+03 1.7e+02 8.4
d_bool_vars 4642 0 0 0 6.8e+02 3.4e+03 2.2e+03 5e+04 7.1e+03 2.1
d_float_cons 4642 0 0 0 0 0 0 0 0
d_float_vars 4642 0 0 0 0 0 0 0 0
d_int_cons 4642 0 0 5.3e+02 2.1e+03 6.7e+03 7e+03 5e+05 1.6e+04 2.5
d_int_vars 4642 0 10 50 4e+02 2.1e+03 1.5e+03 7.6e+04 5.4e+03 2.5
d_ratio_array_cons 4642 0 0 0 0.21 0.31 0.53 0.99 0.36 1.2
d_ratio_bool_cons 4642 0 0 0 0 0.0055 0 0.25 0.033 6
d_ratio_bool_vars 4642 0 0 0 0.67 0.52 0.92 0.99 0.41 0.79
d_ratio_float_cons 4642 0 0 0 0 0 0 0 0
d_ratio_float_vars 4642 0 0 0 0 0 0 0 0
d_ratio_int_cons 4642 0 0 0.12 0.69 0.61 0.99 1 0.38 0.63
d_ratio_int_vars 4642 0 0.0088 0.077 0.33 0.48 1 1 0.41 0.85
d_ratio_set_cons 4642 0 0 0 0 0.013 0 1 0.078 6
d_ratio_set_vars 4642 0 0 0 0 0.00023 0 0.52 0.011 47
d_set_cons 4642 0 0 0 0 61 0 3.3e+03 2.3e+02 3.8
d_set_vars 4642 0 0 0 0 0.45 0 1.7e+03 25 55
gc_all_diff 4642 0 0 0 0 2.1 0 9.2e+02 32 15
gc_all_equal 4642 0 0 0 0 0 0 0 0
gc_among 4642 0 0 0 0 0 0 0 0
gc_array_int 4642 0 0 0 0 0 0 0 0
gc_array_set 4642 0 0 0 0 0 0 0 0
gc_at_least_most 4642 0 0 0 0 0 0 0 0
gc_bin_packing 4642 0 0 0 0 0 0 0 0
gc_bool_lin 4642 0 0 0 0 5.8 0 84 19 3.2
gc_circuit 4642 0 0 0 0 0 0 0 0
gc_count 4642 0 0 0 0 0.58 0 5e+02 9.1 16
gc_cumulative 4642 0 0 0 0 0.061 0 10 0.45 7.4
gc_decr_inc 4642 0 0 0 0 0 0 0 0
gc_diffn 4642 0 0 0 0 0 0 0 0
gc_disjoint 4642 0 0 0 0 0.037 0 80 1.5 42
gc_global_card 4642 0 0 0 0 0 0 0 0
gc_global_cons 4642 0 0 0 0 28 15 5.8e+03 1.6e+02 5.8
gc_inverse 4642 0 0 0 0 0.0022 0 1 0.046 22
gc_link_set 4642 0 0 0 0 0 0 0 0
gc_max_min_int 4642 0 0 0 0 0 0 0 0
gc_member 4642 0 0 0 0 0 0 0 0
gc_nvalue 4642 0 0 0 0 0 0 0 0
gc_precede 4642 0 0 0 0 0 0 0 0
gc_range 4642 0 0 0 0 0 0 0 0
gc_ratio_globs 4642 0 0 0 0 0.058 0.0011 1 0.23 3.9
gc_regular 4642 0 0 0 0 0.33 0 1.2e+02 6.1 18
gc_schedule 4642 0 0 0 0 0 0 0 0
gc_set_weights 4642 0 0 0 0 0 0 0 0
gc_sort 4642 0 0 0 0 0 0 0 0
gc_table 4642 0 0 0 0 19 0 5.8e+03 1.6e+02 8.4
o_de 4642 0 -1 0 0 -0.039 0 1 0.2 -5
o_de_di 4642 0 -1 0 1 0.69 1 1 0.54 0.79
o_deg 4642 0 -1 1 1 0.92 1 1 0.39 0.42
o_deg_avg 4642 0 -1 0 0 -0.036 0 1 0.2 -5.6
o_deg_cons 4642 0 -1 1 1 0.81 1 1 0.48 0.59
o_deg_std 4642 0 -1 0 0 0.009 0 1 0.3 33
o_di 4642 0 -1 1 1 0.82 1 1 0.48 0.58
o_di_de 4642 0 -1 40 1e+02 3.4e+02 3.8e+02 5e+03 6.5e+02 1.9
o_dom 4642 0 -1 0 0 -0.037 0 1 0.2 -5.5
o_dom_avg 4642 0 -1 0 0 0.041 0 1 0.34 8.3
o_dom_deg 4642 0 -1 0 0 -0.039 0 1 0.2 -5
o_dom_std 4642 0 -1 -1 -1 -1 -1 -1 0 -0
s_bool_search 4642 0 -1 -1 -1 -1 -1 -1 0 -0
s_first_fail 4642 0 -1 -1 -1 -1 -1 -1 0 -0
s_goal 4642 0 -1 -1 -1 -1 -1 -1 0 -0
s_indomain_max 4642 0 -1 -1 -1 -1 -1 -1 0 -0
s_indomain_min 4642 0 -1 -1 -1 -1 -1 -1 0 -0
s_input_order 4642 0 -1 -1 -1 -1 -1 -1 0 -0
s_int_search 4642 0 -1 -1 -1 -1 -1 -1 0 -0
s_labeled_vars 4642 0 -1 -1 -1 -1 -1 -1 0 -0
s_other_val 4642 0 -1 -1 -1 -1 -1 -1 0 -0
s_other_var 4642 0 -1 -1 -1 -1 -1 -1 0 -0
s_set_search 4642 0 -1 -1 -1 -1 -1 -1 0 -0
v_avg_deg_vars 4642 0 0.73 3.4 4 22 29 1.2e+03 42 1.9
v_avg_dom_vars 4642 0 1.5 2.8 20 5.3e+05 5.2e+02 5.6e+06 1.5e+06 2.8
v_avg_domdeg_vars 4642 0 0.0065 0.33 1.3 1.1e+05 2.9e+02 1.1e+06 2.9e+05 2.5
v_cv_deg_vars 4642 0 0 0.31 0.71 1.2 1.7 7.9 1.1 0.95
v_cv_dom_vars 4642 0 0 0 1.3 2.5 2.9 21 4 1.6
v_cv_domdeg_vars 4642 0 -1 0.51 1.7 2.6 2.7 21 4 1.6
v_def_vars 4642 0 0 0 1e+03 4.6e+03 3.2e+03 7.4e+04 9.3e+03 2
v_ent_deg_vars 4642 0 -1.2e+05 0.18 0.88 -3.9e+03 1.8 7.5 1.9e+04 -4.9
v_ent_dom_vars 4642 0 -1.1e-15 6.1e-16 0.34 0.7 0.83 6.5 1.1 1.5
v_ent_domdeg_vars 4642 0 -1.1e-15 0.29 0.62 1.1 1.2 6.8 1.2 1.1
v_intro_vars 4642 0 0 0 1e+03 4.6e+03 3.2e+03 7.4e+04 9.3e+03 2
v_logprod_deg_vars 4642 0 17 1.5e+03 4.1e+03 8.6e+03 8.6e+03 7e+04 1.3e+04 1.5
v_logprod_dom_vars 4642 0 30 7.4e+02 2.1e+03 2.1e+04 1.5e+04 6e+05 6.3e+04 2.9
v_max_deg_vars 4642 0 2 13 49 1.2e+02 1.3e+02 1.3e+03 1.8e+02 1.5
v_max_dom_vars 4642 0 2 15 52 4.1e+06 1.6e+03 3.4e+07 8e+06 1.9
v_max_domdeg_vars 4642 0 0.014 1 10 1.8e+06 7.2e+02 1.7e+07 3.5e+06 2
v_min_deg_vars 4642 0 0 0 1 4.6 2 1.2e+03 27 5.8
v_min_dom_vars 4642 0 1 2 2 8.4e+02 2 1e+06 2.3e+04 28
v_min_domdeg_vars 4642 0 0.0015 0.043 0.29 2.3 1 1e+03 29 12
v_num_aliases 4642 0 0 0 0 83 0 1.4e+04 6e+02 7.2
v_num_consts 4642 0 0 0 0 1e+04 1.7e+02 2.7e+05 4.4e+04 4.2
v_num_vars 4642 0 10 4.8e+02 1.6e+03 5.6e+03 5.7e+03 7.6e+04 9.7e+03 1.8
v_ratio_bounded 4642 0 0 0 0 2.2e+02 0.094 6.6e+03 1.1e+03 4.9
v_ratio_vars 4642 0 0.0017 0.088 0.68 1.2 0.82 51 3.5 3
v_sum_deg_vars 4642 0 73 5.7e+03 1.4e+04 3.6e+04 5.2e+04 2.5e+06 6.2e+04 1.7
v_sum_dom_vars 4642 0 60 2.3e+03 9.3e+03 3.4e+09 2.3e+06 1.4e+11 1.2e+10 3.6
v_sum_domdeg_vars 4642 0 1.6 1.1e+02 1.7e+03 1e+09 1.3e+06 4.8e+10 4.1e+09 4
gr_avg_clust_cg 4642 0 -1 -1 -1 -0.26 0.52 1 0.78 -3
gr_avg_deg_cg 4642 0 -1 -1 6.1 24 24 1.4e+03 56 2.3
gr_avg_deg_vg 4642 0 2 5.8 14 43 47 2.8e+03 1.3e+02 3
gr_avg_diam_vg 4642 0 -1 3.4 6.9 39 17 3.7e+03 2.2e+02 5.6
gr_cv_clust_cg 4642 0 -1 -1 -1 -0.38 0.3 1.7 0.69 -1.8
gr_cv_deg_cg 4642 0 -1 -1 0.11 -0.037 0.68 7.3 1 -28
gr_cv_deg_vg 4642 0 0 0.31 0.76 1 1.7 7.9 0.93 0.89
gr_cv_diam_vg 4642 0 -1 0.11 0.27 0.3 0.43 1.6 0.34 1.1
gr_ent_clust_cg 4642 0 -1 -1 -1 -0.24 0.76 1 0.83 -3.4
gr_ent_deg_cg 4642 0 -1 -1 0.45 1 2.9 7.4 2.2 2.1
gr_ent_deg_vg 4642 0 -9.5e-16 1 2.3 2.6 3.7 9.9 2 0.76
gr_ent_diam_vg 4642 0 -1 1.2 2.6 2.5 3.6 11 1.9 0.77
gr_max_clust_cg 4642 0 -1 -1 -1 -0.26 1 1 0.84 -3.2
gr_max_deg_cg 4642 0 -1 -1 16 1.2e+02 84 3.2e+03 3.3e+02 2.8
gr_max_deg_vg 4642 0 4 36 87 2e+02 1.7e+02 4.9e+03 3.6e+02 1.8
gr_max_diam_vg 4642 0 -1 6 15 89 38 7.5e+03 4.7e+02 5.3
gr_min_clust_cg 4642 0 -1 -1 -1 -0.51 0 1 0.52 -1
gr_min_deg_cg 4642 0 -1 -1 1 7.8 2 9.2e+02 33 4.2
gr_min_deg_vg 4642 0 0 2 3 13 12 2.7e+03 60 4.5
gr_min_diam_vg 4642 0 -1 2 2 5 5 4.5e+02 12 2.3
dy_sols 4642 0 0 0 0 0 0 0 0
dy_props 4642 0 -1 1.1e+06 4e+06 8.1e+06 1.6e+07 5e+07 8.3e+06 1
dy_nodes 4642 0 -1 8.1e+03 2.1e+04 6.1e+04 5.1e+04 1.9e+06 1.4e+05 2.3
dy_fails 4642 0 -1 4e+03 1.1e+04 3e+04 2.6e+04 9.3e+05 7.2e+04 2.4
dy_depth 4642 0 -1 35 94 3.8e+02 2.4e+02 1.5e+04 1e+03 2.6
dy_peak 4642 0 -1 1.7e+03 4e+03 2e+04 1.4e+04 8e+05 5.1e+04 2.6
dy_ratio_props 4642 0 -1 3.2e+02 8.8e+02 1.4e+04 4.7e+03 1e+06 8.3e+04 5.8
dy_ratio_nodes 4642 0 -1 0.5 0.5 0.48 0.5 0.65 0.13 0.27
dy_fzn_time 4642 0 0 0.25 0.91 47 15 8.6e+02 1.3e+02 2.7
dy_static_time 4642 0 0 0.72 4.1 26 6.1 8.8e+02 77 2.9
dy_tot_time 4642 0 0.11 3 6.8 76 73 9e+02 1.5e+02 2

Summary of feature steps

The following table summarizes the feature steps over all instances.
size ok timeout memout presolved crash other unknown cost_min cost_mean cost_max cost_na
dynamic 1 1e+02 0 0 0 0 0 0 0.02 2.2 5.1 0
static 1 1e+02 0 0 0 0 0 0 0 73 8.9e+02 0

Duplicated Features

Underneath, you'll find blocks of duplicated instnace features, i.e., observations that have equal values over all features. Please note, that only a maximum of 5 duplicates per block are shown.

There were no duplicated features.