diamond structure

V^{(1)}_t = a_{11}^{t-1} * V^{(1)}_{t - 1} + b_{1}^{t} * \eps^1_t V^{(2)}_t = a_{22}^{t-1} * V^{(2)}_{t - 1} + a_{12}^{t-1} * f(V^{(1)}_{t - 1}) + b_{2}^{t} * \eps^2_t V^{(3)}_t = a_{33}^{t-1} * V^{(3)}_{t - 1} + a_{13}^{t-2} * g(V^{(1)}_{t - 2}) + b_{3}^{t} * \eps^3_t V^{(4)}_t = a_{44}^{t-1} * V^{(4)}_{t - 1} + a_{24}^{t-1} * h(V^{(2)}_{t - 1}) + a_{34}^{t-1} * k(V^{(3)}_{t - 1}) + b_{4}^{t} * \eps^4_t We present below the characteristics of each dataset in the following form: (f(), g(), h(), k(), a_{11}^{t-1} b_{1}^{t} a_{22}^{t-1} b_{2}^{t} a_{33}^{t-1} b_{3}^{t} a_{12}^{t-1} a_{13}^{t-2} a_{24}^{t-1} a_{34}^{t-1}) Dataset 1: (sin, abso, cos, abso, 0.9309567078069418 0.1 -0.778529554582533 0.1 0.2300116194112345 0.1 -0.22296240378428722 0.1 -0.9016841569972256 -0.6896374472205666 0.10106602963375222 0.48008049653674933) Dataset 2: (sin, abso, cos, sin, -0.6445525445106195 0.1 -0.3780525405462092 0.1 -0.701796066340127 0.1 0.20731717253819482 0.1 0.8131051091268042 -0.890858737148861 0.2653890918892732 0.23697535900073197) Dataset 3: (tanh, sin, sin, sin, 0.41729031657734783 0.1 -0.21854259329506664 0.1 0.20616273064126855 0.1 -0.7797294278325508 0.1 -0.1260612794202709 0.6310044264068297 -0.18787068647253413 0.5650656324046182) Dataset 4: (abso, cos, tanh, cos, 0.14478485711277966 0.1 -0.28216629933091975 0.1 -0.26674061963976925 0.1 0.18504798424111368 0.1 -0.7996863438191957 -0.867099397739937 -0.9951612487921924 -0.14521085818905433) Dataset 5: (cos, tanh, sin, tanh, -0.9837934337769325 0.1 -0.43394819890144753 0.1 0.3884834328535811 0.1 -0.8536098912129784 0.1 0.5213495591191433 0.3165955847380819 0.9091455508726818 0.510568968961665) Dataset 6: (sin, abso, tanh, abso , 0.33892872454094913 0.1 0.5148639129962742 0.1 -0.4569622735764802 0.1 0.9477074909578327 0.1 0.6377908667571701 -0.46830609659539135 -0.5798139877544422 0.4356478854733741) Dataset 7: (abso, tanh, sin, sin, 0.5121641023339085 0.1 0.694715274534131 0.1 0.9837227558611266 0.1 -0.3105830731679686 0.1 -0.527918758018074 -0.2370548163098869 -0.2833005908651798 -0.5871738972215943) Dataset 8: (cos, abso, cos, cos, -0.7061341235944874 0.1 -0.9331272275300622 0.1 -0.18701994675742517 0.1 -0.16023556394146676 0.1 -0.10950368295420954 -0.4933970461539452 -0.6146655566431816 0.7923388730694947) Dataset 9: (sin, sin, cos, abso, 0.1434182590382893 0.1 0.850704862471533 0.1 0.4613899443716907 0.1 0.7205483099170031 0.1 -0.2720159082576563 0.42184537910443054 -0.13289914190854013 0.9474762557759804) Dataset 10: (sin, sin, abso, abso, -0.9626878741800082 0.1 -0.9906819486585603 0.1 -0.20280713860380106 0.1 0.14333518073117246 0.1 -0.39449807494635114 -0.7905654574225724 -0.14839637300417796 -0.3380778677752805)