Feature performance overview

Overview of Feature Values

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

obs (number of observations within the feature set)
NAs (number of NAs, i.e., missing values, within the feature set)
min (minimum), mean (arithmetic mean), max (maximum), std_dev (standard deviation)
1st_qu (1st quartile = lower quartile = 25%-quantile)
median (median = 50%-quantile)
3rd_qu (3rd quartile = upper quartile = 75%-quantile)
co_var (coefficient of variation = standard deviation / arithmetic mean)

Instance Feature Values

	obs	min	qu_1st	med	mean	qu_3rd	max	sd	coeff_var
f_1	601	61	4.6e+03	1.2e+04	5.7e+04	5.1e+04	9.1e+05	1.1e+05	1.9
f_2	601	1.1e+02	2.6e+04	8.5e+04	4.9e+05	3.7e+05	1.4e+07	1.5e+06	3.1
f_3	601	1e-05	0.0036	0.013	0.083	0.097	0.98	0.15	1.8
f_4	601	1	1	1	1	1	1	0	0
f_5	601	0	0	0	0	0	0	0
f_6	601	1	1	1	1	1	1	0	0
f_7	601	1	1	1	1	1	1	0	0
f_8	601	0.00078	0.13	0.23	0.24	0.33	0.98	0.14	0.61
f_9	601	0	5e-05	0.0002	0.002	0.00055	0.15	0.011	5.4
f_10	601	0	0.63	1.1	1.5	1.4	29	1.7	1.2
f_11	601	0	1e-05	2e-05	0.0006	0.00011	0.095	0.0048	7.9
f_12	601	5e-05	0.0013	0.003	0.015	0.0091	0.23	0.031	2
f_13	601	4e-05	0.0013	0.003	0.015	0.0087	0.2	0.029	2
f_14	601	0	5e-05	0.0002	0.002	0.00055	0.15	0.011	5.4
f_15	601	0	0.3	0.37	0.56	0.7	7.3	0.59	1.1
f_16	601	0	2e-05	8e-05	0.00039	0.00022	0.016	0.0013	3.3
f_17	601	0	0.00029	0.0036	0.015	0.015	0.67	0.048	3.2
f_18	601	0	0.00025	0.0033	0.014	0.015	0.67	0.047	3.2
f_19	601	0.0004	0.4	0.45	0.47	0.5	1	0.17	0.35
f_20	601	0.002	0.18	0.25	0.34	0.43	1.5	0.24	0.72
f_21	601	0	0	0.0053	0.12	0.22	0.99	0.18	1.6
f_22	601	0.001	0.82	0.97	0.89	1	1	0.17	0.2
f_23	601	0.00065	0.61	0.82	0.77	1	1	0.25	0.33
f_24	601	2e-05	0.4	0.44	0.46	0.54	0.95	0.17	0.38
f_25	601	0	0.35	0.64	4.2	0.81	2.3e+02	26	6.1
f_26	601	0	0	0	0	0	0	0
f_27	601	1	1	1	1	1	1	0	0
f_28	601	1	1	1	1	1	1	0	0
f_29	601	0	0.0048	0.034	0.093	0.11	0.98	0.15	1.6
f_30	601	0.032	0.45	0.66	0.59	0.76	1	0.24	0.4
f_31	601	0.072	0.8	0.94	0.86	0.99	1	0.18	0.21
f_32	601	0	3e-05	0.0001	0.00032	0.00024	0.012	0.00084	2.6
f_33	601	0	0	0	0	0	0	0
f_34	601	0	0	0	0.00015	4e-05	0.009	0.00069	4.7
f_35	601	0	0.00057	0.0014	0.0073	0.0045	0.12	0.016	2.2
f_36	601	0	0.00037	0.0013	0.0071	0.0045	0.12	0.016	2.2
f_37	601	0.046	0.47	0.71	0.65	0.79	1	0.22	0.34

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
base	1	1e+02	0	0	0	0	0	0	0	0.6	18	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.

block	numbers	instances
1	2	1aabfc32-d491-11df-9a24-00163e3d3b7c_l3.wcnf +++++++ ff4a1d84-d490-11df-9e6c-00163e3d3b7c_l3.wcnf
2	2	b21-s_PathRelaxation_FS_10.wcnf +++++++ b21-s_PathRelaxation_FS_8.wcnf
3	4	b21-s_PathRelaxation_FS_11.wcnf +++++++ b21-s_PathRelaxation_FS_17.wcnf +++++++ b21-s_PathRelaxation_FS_24.wcnf +++++++ b21-s_PathRelaxation_FS_6.wcnf
4	2	b21-s_PathRelaxation_FS_12.wcnf +++++++ b21-s_PathRelaxation_FS_16.wcnf
5	2	b21-s_PathRelaxation_FS_13.wcnf +++++++ b21-s_PathRelaxation_FS_14.wcnf
6	4	b21-s_PathRelaxation_FS_18.wcnf +++++++ b21-s_PathRelaxation_FS_5.wcnf +++++++ b21-s_PathRelaxation_FS_7.wcnf +++++++ b21-s_PathRelaxation_FS_9.wcnf
7	3	b21-s_PathRelaxation_FS_19.wcnf +++++++ b21-s_PathRelaxation_FS_21.wcnf +++++++ b21-s_PathRelaxation_FS_23.wcnf
8	3	c1355_F106gat-409gat@1.wcnf +++++++ c1355_F120gat-414gat@1.wcnf +++++++ c1355_F127gat-418gat@1.wcnf
9	3	c1355_F106gat@0.wcnf +++++++ c1355_F141gat@0.wcnf +++++++ c1355_F183gat@0.wcnf
10	2	c1355_F113gat-1260gat@1.wcnf +++++++ c1355_F176gat-1278gat@1.wcnf
11	5	c1355_F155gat@1.wcnf +++++++ c1355_F43gat@1.wcnf +++++++ c1355_F50gat@1.wcnf +++++++ c1355_F57gat@1.wcnf +++++++ c1355_F71gat@1.wcnf
12	2	c3540_F45@0.wcnf +++++++ c3540_F45@1.wcnf
13	2	cnf.20.d.10.wcnf +++++++ cnf.20.d.9.wcnf
14	3	SAT07__industrial__vliw_sat_4.0__9vliw_m_9stages_iq3_C1_bug6.cnf.wcnf.1.wcnf +++++++ SAT07__industrial__vliw_sat_4.0__9vliw_m_9stages_iq3_C1_bug6.cnf.wcnf.4.wcnf +++++++ SAT07__industrial__vliw_sat_4.0__9vliw_m_9stages_iq3_C1_bug6.cnf.wcnf.7.wcnf
15	2	SAT11__application__fuhs__AProVE11__AProVE11-09.cnf.wcnf.4.wcnf +++++++ SAT11__application__fuhs__AProVE11__AProVE11-09.cnf.wcnf.8.wcnf
16	2	SAT11__application__jarvisalo__AAAI2010-SATPlanning__aaai10-planning-ipc5-pipesworld-12-step16.cnf.wcnf.2.wcnf +++++++ SAT11__application__jarvisalo__AAAI2010-SATPlanning__aaai10-planning-ipc5-pipesworld-12-step16.cnf.wcnf.7.wcnf
17	2	SAT11__application__jarvisalo__smtqfbv-aigs__smtlib-qfbv-aigs-rfunit_flat-64-tseitin.cnf.wcnf.10.wcnf +++++++ SAT11__application__jarvisalo__smtqfbv-aigs__smtlib-qfbv-aigs-rfunit_flat-64-tseitin.cnf.wcnf.2.wcnf
18	2	TWComp_barle_N48.wcnf +++++++ TWComp_barley2_N48.wcnf