DOI: 10.7910/dvn/x3ayun
title: 7ts2h with different sampling rate

description: This structure is generated by the following equations:
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&lt;ul&gt;
&lt;li&gt;H^{(8)}_t = a_{88}^{t-1} * H^{(8)}_{t - 1} + b_{8}^{t} * \eps^8_t&lt;/li&gt;
&lt;li&gt;H^{(9)}_t = a_{99}^{t-1} * H^{(9)}_{t - 1} + b_{9}^{t} * \eps^9_t&lt;/li&gt;

&lt;li&gt;V^{(1)}_t = a_{91}^{t-1} * f10(H^{(9)}_{t - 1}) + a_{11}^{t-1} * V^{(1)}_{t - 1} + a_{21}^{t-1} * f1(V^{(2)}_{t - 1}) + b_{1}^{t} * \eps^1_t for t%2!=0&lt;/li&gt;
&lt;li&gt;V^{(2)}_t = a_{82}^{t-1} * f9(H^{(8)}_{t - 1}) + a_{22}^{t-1} * V^{(2)}_{t - 1} + a_{32}^{t-1} * f2(V^{(3)}_{t - 1}) + b_{2}^{t} * \eps^2_t for t%2==0&lt;/li&gt;
&lt;li&gt;V^{(3)}_t = a_{33}^{t-1} * V^{(3)}_{t - 1} + a_{43}^{t-1} * f3(V^{(4)}_{t - 1}) + b_{3}^{t} * \eps^3_t&lt;/li&gt;
&lt;li&gt;V^{(4)}_t = a_{44}^{t-1} * V^{(4)}_{t - 1} + b_{4}^{t} * \eps^4_t&lt;/li&gt;
&lt;li&gt;V^{(5)}_t = a_{55}^{t-1} * V^{(5)}_{t - 1} + a_{45}^{t-1} * f5(V^{(4)}_{t - 1}) + b_{5}^{t} * \eps^5_t&lt;/li&gt;
&lt;li&gt;V^{(6)}_t = a_{96}^{t-1} * f11(H^{(9)}_{t - 1}) + a_{66}^{t-1} * V^{(6)}_{t - 1} + a_{56}^{t-1} * f6(V^{(5)}_{t - 1}) + b_{6}^{t} * \eps^6_t&lt;/li&gt;
&lt;li&gt;V^{(7)}_t = a_{87}^{t-1} * f8(H^{(8)}_{t - 1}) + a_{77}^{t-1} * V^{(7)}_{t - 1} + a_{67}^{t-1} * f7(V^{(6)}_{t - 1}) + b_{7}^{t} * \eps^7_t for t%2==0&lt;/li&gt;
&lt;/ul&gt;
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We present below the characteristics of each dataset in the following form: (f10(), f9(), f11, f8(), f1(), f2(), f3(), f5(), f6(), f7(), a_{88}^{t-1} b_{8}^{t} a_{99}^{t-1} b_{9}^{t} a_{11}^{t-1} b_{1}^{t} a_{22}^{t-1} b_{2}^{t} a_{33}^{t-1} b_{3}^{t} a_{44}^{t-1} b_{4}^{t} a_{55}^{t-1} b_{5}^{t} a_{66}^{t-1} b_{6}^{t} a_{77}^{t-1} b_{7}^{t} a_{91}^{t-1} a_{82}^{t-1} a_{96}^{t-1} a_{87}^{t-1} a_{21}^{t-1} a_{32}^{t-1} a_{43}^{t-1} a_{45}^{t-1} a_{56}^{t-1} a_{67}^{t-1})
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Dataset 1: (cos, cos, tanh, cos, cos, tanh, sin, sin, cos, cos, 0.4690047938595834 0.1 0.9479395907855845 0.1 -0.29836394982267844 0.1 0.6166910968112946 0.1 -0.7607663922852423 0.1 0.48472191233851225 0.1 -0.8291799516287115 0.1 0.4364828031175205 0.1 0.5268354929774564 0.1 -0.19300869563585188 -0.12191052050753881 0.992930439066902 -0.19300869563585188 0.2855027465512183 0.6459192165734338 0.2713659185844768 0.20383470102736645 -0.796545823357069 -0.3399476272107236)
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Dataset 2: (tanh, tanh, tanh, sin, abso, abso, cos, tanh, sin, cos, -0.3358101964117972 0.1 0.5447388334483942 0.1 0.5082633759535873 0.1 0.40617918107666995 0.1 -0.46459276971425 0.1 -0.6851570258267166 0.1 -0.20555335046522538 0.1 -0.760348443323906 0.1 -0.593586653252502 0.1 0.20051244835975846 0.7515100303159525 -0.24492376826010887 0.20051244835975846 -0.6620830194043714 -0.5387740887791161 -0.1621695721174352 0.8193555241065384 -0.19869964710418042 0.849009571915287)
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Dataset 3: (sin ,tanh, abso, sin, sin, sin, abso, tanh, cos, cos, -0.3103409580696437 0.1 0.19157917654309542 0.1 0.8426129833739384 0.1 -0.7785931638047321 0.1 -0.2736216345620959 0.1 0.14770635555285816 0.1 -0.7179880560115182 0.1 0.653761128421966 0.1 0.7201756767517731 0.1 -0.6309508974170932 -0.8767640693586936 0.7494840368372981 -0.6309508974170932 -0.8006289329648033 -0.9428603336487935 0.7896662128845298 -0.18586585246320375 0.627319023438303 -0.8846881280610717)
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Dataset 4: (cos, abso, tanh, sin, tanh, tanh, cos, abso, cos, sin, 0.5660587484803361 0.1 0.47755069621613533 0.1 0.4381340205670323 0.1 0.9393505225427887 0.1 0.3656772262816901 0.1 0.4857863582309987 0.1 0.24976386266936368 0.1 -0.9793254574897177 0.1 -0.7429317544856375 0.1 -0.27170267925698743 -0.1298682334142911 0.4037067134576622 -0.27170267925698743 0.48452571339971384 -0.5406549997619869 0.8856923241775136 -0.7213255591853303 0.4291578543681691 -0.935729535716358)
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Dataset 5: (cos, tanh, tanh, abso, tanh, abso, cos, abso, tanh, cos, -0.4515693667452767 0.1 0.8688127262664711 0.1 0.8028844799520938 0.1 0.21166703751962834 0.1 0.2997384375385874 0.1 0.5178068614229168 0.1 0.9321157939268161 0.1 -0.4327175549763074 0.1 0.8937925603149124 0.1 -0.18935075192165818 0.6051300561023223 -0.45848715361818226 -0.18935075192165818 -0.11001891076419312 -0.14774866126893316 -0.899020848460091 -0.11692120806183981 0.8906255182910714 0.6865463349381786)
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Dataset 6: (sin, abso, sin, abso, cos, abso, cos, sin, abso, sin, 0.13789374331826032 0.1 -0.8572497357974211 0.1 0.6532219131540213 0.1 0.7176426973103909 0.1 0.10703254609435198 0.1 -0.24780360785385924 0.1 -0.7941666311583362 0.1 -0.746883608238494 0.1 -0.6032283124007425 0.1 -0.8153517578253651 -0.915954705975357 -0.3574092417804282 -0.8153517578253651 0.3578617903248109 -0.15583396852082876 0.8871277503575612 0.456595767106835 -0.2634834641765724 0.6987299609768283)
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Dataset 7: (tanh, cos, abso, tanh, cos, abso, tanh, abso, abso, sin, 0.3419187109634674 0.1 -0.5030340420904331 0.1 0.5285886663743655 0.1 0.29670785570237657 0.1 0.5235518393245164 0.1 -0.7011177931845314 0.1 -0.6011658595445111 0.1 0.3665603050569055 0.1 -0.31956231453851514 0.1 -0.3039431585394128 0.32522024085766543 -0.28271759792215057 -0.3039431585394128 0.4630971950858358 0.5156037354807526 -0.6955964348207855 0.599419937131366 0.8931889119773166 -0.5234924893818189)
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Dataset 8: (tanh, cos, abso, abso, cos, cos, cos, sin, cos, tanh, 0.8317248486186986 0.1 -0.8403220343242301 0.1 0.44081072169639857 0.1 -0.4081907684569219 0.1 0.9110827240715147 0.1 -0.8879223103663403 0.1 -0.7019225248137875 0.1 -0.7027337629717276 0.1 0.5142907242113686 0.1 0.3193487914461812 -0.9518771556520282 -0.4470039387919378 0.3193487914461812 -0.320250691131825 -0.9626204379237815 0.7926319106510715 0.19224167179500395 0.48017063552868966 0.9159652739414339)
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Dataset 9: (tanh, sin, tanh, tanh, cos, abso, tanh, cos, cos, abso, -0.21433143804375399 0.1 0.7106303179780467 0.1 -0.4043599992956515 0.1 -0.4739075499050336 0.1 -0.5319858525655499 0.1 0.33008135626490676 0.1 -0.7461843545418902 0.1 0.22206114361940887 0.1 0.13768409633544243 0.1 0.48251057063493263 0.415078068093081 0.4480149095132864 0.48251057063493263 -0.37751669778911956 0.23767037216560905 0.1649026796325208 0.8643023923292661 -0.4529816883528124 -0.5986410260748003)
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Dataset 10: (cos, cos, abso, cos, sin, sin, sin, cos, sin, abso, -0.8930925430538972 0.1 -0.554550604752432 0.1 0.8746807898600222 0.1 0.2582102484789708 0.1 0.46259092304635074 0.1 0.5123028191188166 0.1 -0.15232149289922603 0.1 -0.23542594375377068 0.1 -0.9926898627440199 0.1 0.5459267915197077 -0.2747273273613835 0.18694760312846181 0.5459267915197077 0.614606088471146 -0.9023995756694536 -0.9963797368721001 0.23363244823550922 0.19621989802649908 0.1625139174036352)