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
cheap.pattern.time 5725 0 0 0 0 0.0035 0 1 0.059 17
cheap.pattern.vertices 5725 0 4 48 80 1.1e+02 1.3e+02 9e+02 1.1e+02 1.1
cheap.pattern.edges 5725 0 4 1.1e+02 2.4e+02 6e+02 7e+02 1.2e+04 1.1e+03 1.8
cheap.pattern.loops 5725 0 0 0 0 0.25 0 9 1.3 5.4
cheap.pattern.meandeg 5725 0 1.8 3.6 5.4 10 10 99 14 1.4
cheap.pattern.maxdeg 5725 0 2 8 11 21 26 2.7e+02 27 1.3
cheap.pattern.degisfixed 5725 0 0 0 0 0.11 0 1 0.32 2.8
cheap.pattern.density 5725 0 0.0045 0.044 0.098 0.17 0.18 1 0.22 1.3
cheap.target.time 5725 0 0 0 0 4 2 55 9.6 2.4
cheap.target.vertices 5725 0 10 2.2e+02 5.6e+02 1.1e+03 1.4e+03 6.7e+03 1.4e+03 1.3
cheap.target.edges 5725 0 15 9.3e+02 2.1e+03 7.2e+03 6e+03 2.1e+05 2.2e+04 3
cheap.target.loops 5725 0 0 0 0 1.6 0 1.4e+02 13 8.2
cheap.target.meandeg 5725 0 0.44 4.2 6 19 12 2.7e+02 40 2
cheap.target.maxdeg 5725 0 2 10 19 1e+02 52 5e+03 3.8e+02 3.8
cheap.target.degisfixed 5725 0 0 0 0 0.15 0 1 0.36 2.4
cheap.target.density 5725 0 0.00049 0.003 0.012 0.073 0.059 1 0.16 2.2
distance.pattern.time 5725 0 0 0 0 2 1 93 8 4
distance.pattern.isconnected 5725 0 0 1 1 0.8 1 1 0.4 0.5
distance.pattern.meandistance 5725 0 1 2 2.8 3.9 4.1 81 5.6 1.4
distance.pattern.maxdistance 5725 0 1 3 5 8.9 9 2.4e+02 17 1.9
distance.pattern.proportiondistancege2 5725 0 0 0.6 0.85 0.74 0.93 0.99 0.27 0.36
distance.pattern.proportiondistancege3 5725 0 0 0.097 0.5 0.46 0.82 0.98 0.35 0.76
distance.pattern.proportiondistancege4 5725 0 0 0 0.2 0.31 0.61 0.98 0.32 1
distance.target.time 5725 0 0 5 32 5.5e+02 2.1e+02 1e+04 1.5e+03 2.7
distance.target.isconnected 5725 0 0 0 1 0.71 1 1 0.45 0.64
distance.target.meandistance 5725 0 1 2.4 3.7 7.5 7.2 1e+02 12 1.6
distance.target.maxdistance 5725 0 1 5 8 16 16 2e+02 25 1.5
distance.target.proportiondistancege2 5725 0 0 0.61 0.95 0.79 0.99 1 0.29 0.36
distance.target.proportiondistancege3 5725 0 0 0.25 0.73 0.6 0.95 1 0.37 0.62
distance.target.proportiondistancege4 5725 0 0 0.029 0.39 0.45 0.88 1 0.38 0.85
lad.values.removed 5725 0 0 0 0 2.9e+04 1.1e+04 8.4e+05 8.2e+04 2.8
lad.values.removed.percent 5725 0 0 2.4 49 52 1e+02 1e+02 42 0.81
lad.values.removed.min 5725 0 0 0 0 6.7 0.32 1e+02 19 2.9
lad.values.removed.max 5725 0 0 0 0 33 88 1e+02 43 1.3
lad.time 5725 0 0 0 0 7.1 3 4e+03 81 11

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
cheap_pattern 1 1e+02 0 0 0 0 0 0 0 0.0035 1 0
cheap_target 1 1e+02 0 0 0 0 0 0 0 4 55 0
distance_pattern 1 1e+02 0 0 0 0 0 0 0 5.5e+02 1e+04 0
distance_target 1 1e+02 0 0 0 0 0 0 0 5.5e+02 1e+04 0
lad_features 1 66 0 0 34 0 0 0 0 7.1 4e+03 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 g4-g81 +++++++ g4-g82-normed
2 10 si2_b03_m200.00 +++++++ si2_b03_m200.01 +++++++ si2_b03_m200.02 +++++++ si2_b03_m200.03 +++++++ si2_b03_m200.04 +++++++ ...
3 10 si2_b03_m400.00 +++++++ si2_b03_m400.01 +++++++ si2_b03_m400.02 +++++++ si2_b03_m400.03 +++++++ si2_b03_m400.04 +++++++ ...
4 6 si2_b03_m800.00 +++++++ si2_b03_m800.02 +++++++ si2_b03_m800.04 +++++++ si2_b03_m800.05 +++++++ si2_b03_m800.07 +++++++ ...
5 3 si2_b03_m800.01 +++++++ si2_b03_m800.03 +++++++ si2_b03_m800.06
6 10 si2_b06_m200.00 +++++++ si2_b06_m200.01 +++++++ si2_b06_m200.02 +++++++ si2_b06_m200.03 +++++++ si2_b06_m200.04 +++++++ ...
7 10 si2_b06_m400.00 +++++++ si2_b06_m400.01 +++++++ si2_b06_m400.02 +++++++ si2_b06_m400.03 +++++++ si2_b06_m400.04 +++++++ ...
8 5 si2_b06_m800.00 +++++++ si2_b06_m800.01 +++++++ si2_b06_m800.02 +++++++ si2_b06_m800.03 +++++++ si2_b06_m800.04
9 2 si2_b06_m800.05 +++++++ si2_b06_m800.06
10 2 si2_b06_m800.07 +++++++ si2_b06_m800.08
11 5 si2_b09_m200.00 +++++++ si2_b09_m200.05 +++++++ si2_b09_m200.06 +++++++ si2_b09_m200.07 +++++++ si2_b09_m200.09
12 3 si2_b09_m200.01 +++++++ si2_b09_m200.03 +++++++ si2_b09_m200.04
13 5 si2_b09_m400.00 +++++++ si2_b09_m400.03 +++++++ si2_b09_m400.04 +++++++ si2_b09_m400.07 +++++++ si2_b09_m400.09
14 4 si2_b09_m400.01 +++++++ si2_b09_m400.02 +++++++ si2_b09_m400.05 +++++++ si2_b09_m400.08
15 3 si2_b09_m800.02 +++++++ si2_b09_m800.04 +++++++ si2_b09_m800.07
16 3 si2_m4D_m256.01 +++++++ si2_m4D_m256.03 +++++++ si2_m4D_m256.06
17 2 si2_m4D_m625.01 +++++++ si2_m4D_m625.09
18 4 si2_m4D_m625.05 +++++++ si2_m4D_m625.06 +++++++ si2_m4D_m625.07 +++++++ si2_m4D_m625.08
19 10 si4_b03_m200.00 +++++++ si4_b03_m200.01 +++++++ si4_b03_m200.02 +++++++ si4_b03_m200.03 +++++++ si4_b03_m200.04 +++++++ ...
20 10 si4_b03_m400.00 +++++++ si4_b03_m400.01 +++++++ si4_b03_m400.02 +++++++ si4_b03_m400.03 +++++++ si4_b03_m400.04 +++++++ ...
21 3 si4_b03_m800.00 +++++++ si4_b03_m800.08 +++++++ si4_b03_m800.09
22 7 si4_b03_m800.01 +++++++ si4_b03_m800.02 +++++++ si4_b03_m800.03 +++++++ si4_b03_m800.04 +++++++ si4_b03_m800.05 +++++++ ...
23 10 si4_b06_m200.00 +++++++ si4_b06_m200.01 +++++++ si4_b06_m200.02 +++++++ si4_b06_m200.03 +++++++ si4_b06_m200.04 +++++++ ...
24 10 si4_b06_m400.00 +++++++ si4_b06_m400.01 +++++++ si4_b06_m400.02 +++++++ si4_b06_m400.03 +++++++ si4_b06_m400.04 +++++++ ...
25 3 si4_b06_m800.00 +++++++ si4_b06_m800.03 +++++++ si4_b06_m800.08
26 5 si4_b06_m800.01 +++++++ si4_b06_m800.02 +++++++ si4_b06_m800.05 +++++++ si4_b06_m800.07 +++++++ si4_b06_m800.09
27 9 si4_b09_m200.00 +++++++ si4_b09_m200.01 +++++++ si4_b09_m200.02 +++++++ si4_b09_m200.03 +++++++ si4_b09_m200.04 +++++++ ...
28 3 si4_b09_m400.00 +++++++ si4_b09_m400.01 +++++++ si4_b09_m400.05
29 6 si4_b09_m400.02 +++++++ si4_b09_m400.03 +++++++ si4_b09_m400.04 +++++++ si4_b09_m400.07 +++++++ si4_b09_m400.08 +++++++ ...
30 4 si4_b09_m800.00 +++++++ si4_b09_m800.01 +++++++ si4_b09_m800.02 +++++++ si4_b09_m800.06
31 3 si4_b09_m800.03 +++++++ si4_b09_m800.04 +++++++ si4_b09_m800.08
32 2 si4_m4D_m1296.01 +++++++ si4_m4D_m1296.05
33 10 si6_b03_m200.00 +++++++ si6_b03_m200.01 +++++++ si6_b03_m200.02 +++++++ si6_b03_m200.03 +++++++ si6_b03_m200.04 +++++++ ...
34 9 si6_b03_m400.00 +++++++ si6_b03_m400.01 +++++++ si6_b03_m400.02 +++++++ si6_b03_m400.04 +++++++ si6_b03_m400.05 +++++++ ...
35 7 si6_b03_m800.01 +++++++ si6_b03_m800.03 +++++++ si6_b03_m800.05 +++++++ si6_b03_m800.06 +++++++ si6_b03_m800.07 +++++++ ...
36 2 si6_b03_m800.02 +++++++ si6_b03_m800.04
37 10 si6_b06_m200.00 +++++++ si6_b06_m200.01 +++++++ si6_b06_m200.02 +++++++ si6_b06_m200.03 +++++++ si6_b06_m200.04 +++++++ ...
38 9 si6_b06_m400.00 +++++++ si6_b06_m400.01 +++++++ si6_b06_m400.02 +++++++ si6_b06_m400.03 +++++++ si6_b06_m400.04 +++++++ ...
39 2 si6_b06_m800.01 +++++++ si6_b06_m800.07
40 2 si6_b06_m800.02 +++++++ si6_b06_m800.04
41 2 si6_b06_m800.03 +++++++ si6_b06_m800.08
42 7 si6_b09_m200.00 +++++++ si6_b09_m200.01 +++++++ si6_b09_m200.02 +++++++ si6_b09_m200.03 +++++++ si6_b09_m200.05 +++++++ ...
43 3 si6_b09_m200.04 +++++++ si6_b09_m200.07 +++++++ si6_b09_m200.08
44 4 si6_b09_m400.00 +++++++ si6_b09_m400.01 +++++++ si6_b09_m400.02 +++++++ si6_b09_m400.04
45 5 si6_b09_m400.03 +++++++ si6_b09_m400.06 +++++++ si6_b09_m400.07 +++++++ si6_b09_m400.08 +++++++ si6_b09_m400.09
46 3 si6_b09_m800.00 +++++++ si6_b09_m800.01 +++++++ si6_b09_m800.03
47 3 si6_m4D_m625.00 +++++++ si6_m4D_m625.01 +++++++ si6_m4D_m625.04