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 (percentage of features affected by this step)
- ok, ..., other (percentage of run status)
- cost_min, cost_mean, cost_max (range of costs for this step)
- cost_na (percentage of missing values occuring in costs)
| 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.