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uci_regression_hparams.txt
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Dataset: pol, split 0
HparamsTuple(noise_scale=0.03674088791012764, signal_scale=0.40082889795303345, length_scale=Array([ 0.52524596, 0.6186301 , 1.5090247 , 10.132918 , 1.7406912 ,
5.054395 , 5.226383 , 9.337141 , 10.217203 , 6.5755534 ,
3.6486707 , 3.0318773 , 5.2058926 , 8.490589 , 7.535358 ,
3.3828075 , 7.956833 , 9.567045 , 9.314897 , 9.894369 ,
9.533345 , 10.515911 , 10.594195 , 5.8728833 , 7.5082574 ,
4.9715824 ], dtype=float32))
Dataset: pol, split 1
HparamsTuple(noise_scale=0.03672197088599205, signal_scale=0.4060750901699066, length_scale=Array([ 0.52724 , 0.6210813, 1.5161217, 10.215457 , 1.8429285,
4.987224 , 5.229848 , 8.924356 , 10.250891 , 6.9009833,
3.7568653, 3.2653358, 5.835547 , 9.246796 , 8.530869 ,
3.588776 , 8.137744 , 9.663045 , 9.121452 , 9.859523 ,
9.248734 , 10.380194 , 10.809004 , 6.3807497, 7.001774 ,
5.2076755], dtype=float32))
Dataset: pol, split 2
HparamsTuple(noise_scale=0.037708181887865067, signal_scale=0.4004688262939453, length_scale=Array([ 0.5339266, 0.6130991, 1.5059029, 9.718307 , 1.792021 ,
4.759083 , 4.957672 , 8.599866 , 10.33347 , 6.6275735,
3.7557952, 3.2349794, 5.7461343, 9.138481 , 8.637115 ,
3.4076498, 7.9315715, 9.500953 , 8.623742 , 9.996207 ,
9.712523 , 10.5560255, 10.650558 , 7.0816917, 7.1828284,
5.080417 ], dtype=float32))
Dataset: pol, split 3
HparamsTuple(noise_scale=0.036792587488889694, signal_scale=0.3921884000301361, length_scale=Array([ 0.5159413, 0.6013555, 1.5723134, 9.854613 , 1.7184641,
4.4554043, 4.7110033, 8.113881 , 10.401015 , 6.9061923,
4.0558558, 3.522229 , 6.3829203, 8.90201 , 8.587398 ,
3.2199848, 8.0443945, 10.045093 , 9.471022 , 10.03238 ,
9.066076 , 10.288241 , 10.503033 , 5.098485 , 6.5321326,
4.6809554], dtype=float32))
Dataset: pol, split 4
HparamsTuple(noise_scale=0.03742747753858566, signal_scale=0.4002602696418762, length_scale=Array([ 0.53470176, 0.60335296, 1.4769315 , 10.169787 , 1.7921469 ,
4.7467895 , 5.116464 , 9.048091 , 10.649037 , 6.988608 ,
3.7763078 , 3.2495668 , 5.761732 , 9.172556 , 8.1530075 ,
3.900882 , 8.744054 , 9.643634 , 9.275474 , 9.705714 ,
9.158195 , 10.305663 , 10.601356 , 5.7792068 , 6.4598565 ,
4.7101207 ], dtype=float32))
Dataset: elevators, split 0
HparamsTuple(noise_scale=0.31428033113479614, signal_scale=0.7083656191825867, length_scale=Array([5.4684825, 6.7224174, 5.2293878, 6.4529595, 6.8570247, 1.2667023,
6.6950006, 1.4319718, 8.193832 , 1.9280398, 3.4436643, 3.443688 ,
1.2175884, 7.483958 , 0.6931472, 8.495348 , 0.6931472, 1.2171123], dtype=float32))
Dataset: elevators, split 1
HparamsTuple(noise_scale=0.31584233045578003, signal_scale=0.7144209742546082, length_scale=Array([5.339646 , 6.8944297, 5.2106013, 6.5361147, 7.1766777, 1.2808409,
6.809971 , 1.4517936, 8.266021 , 1.6549515, 3.4580762, 3.4580972,
1.2408694, 7.553701 , 0.6931472, 8.582721 , 0.6931472, 1.2405468], dtype=float32))
Dataset: elevators, split 2
HparamsTuple(noise_scale=0.3078024089336395, signal_scale=0.6953901648521423, length_scale=Array([5.5245156, 6.982433 , 5.46637 , 6.492345 , 6.9879427, 1.3425726,
6.763084 , 1.5041813, 8.145867 , 1.9672571, 3.537336 , 3.5373666,
1.283783 , 7.572366 , 0.6931472, 8.302408 , 0.6931472, 1.2826709], dtype=float32))
Dataset: elevators, split 3
HparamsTuple(noise_scale=0.3109734356403351, signal_scale=0.7175179719924927, length_scale=Array([5.2272134, 6.701542 , 5.132947 , 6.6958656, 6.950733 , 1.2980059,
6.972717 , 1.467898 , 8.532332 , 1.8662949, 3.4305978, 3.430634 ,
1.2716718, 7.8878045, 0.6931472, 8.720145 , 0.6931472, 1.2711943], dtype=float32))
Dataset: elevators, split 4
HparamsTuple(noise_scale=0.3205100893974304, signal_scale=0.7150027751922607, length_scale=Array([5.2301345, 6.875562 , 4.921982 , 6.5777087, 7.018655 , 1.1719713,
7.075574 , 1.3233562, 8.397006 , 1.6548551, 3.1319559, 3.1319778,
1.1274422, 7.6378846, 0.6931472, 8.3482275, 0.6931472, 1.1276629], dtype=float32))
Dataset: bike, split 0
HparamsTuple(noise_scale=0.0062471856363117695, signal_scale=0.1614370346069336, length_scale=Array([18.007605 , 17.091858 , 15.8432865 , 17.061602 , 18.007605 ,
17.091858 , 18.295984 , 1.8288586 , 16.001936 , 16.631277 ,
16.449684 , 15.780522 , 15.685127 , 15.612391 , 15.14828 ,
0.46499243, 0.10836436], dtype=float32))
Dataset: bike, split 1
HparamsTuple(noise_scale=0.006057703867554665, signal_scale=0.16394269466400146, length_scale=Array([18.267284 , 17.156185 , 15.883568 , 17.112743 , 18.267284 ,
17.156185 , 18.579557 , 3.5557096 , 15.867744 , 16.754568 ,
16.405455 , 15.752912 , 15.652982 , 15.535642 , 15.141008 ,
0.4539729 , 0.10397281], dtype=float32))
Dataset: bike, split 2
HparamsTuple(noise_scale=0.006999717094004154, signal_scale=0.16310471296310425, length_scale=Array([18.170414 , 17.065056 , 15.862175 , 16.973745 , 18.170414 ,
17.065056 , 18.49727 , 6.206594 , 15.7765875 , 16.374128 ,
16.425657 , 15.537143 , 15.466521 , 15.638626 , 15.044898 ,
0.52875 , 0.11354291], dtype=float32))
Dataset: bike, split 3
HparamsTuple(noise_scale=0.00530165946111083, signal_scale=0.16153012216091156, length_scale=Array([18.045198 , 17.193733 , 15.970342 , 17.12744 , 18.045198 ,
17.193733 , 18.683222 , 4.7550387 , 15.955823 , 16.751335 ,
16.488073 , 15.803184 , 15.735138 , 15.653937 , 15.168465 ,
0.40298215, 0.09855985], dtype=float32))
Dataset: bike, split 4
HparamsTuple(noise_scale=0.005553557071834803, signal_scale=0.16121655702590942, length_scale=Array([18.10905 , 16.990156 , 15.937003 , 17.022596 , 18.10905 ,
16.990156 , 19.075686 , 2.5095966 , 16.1664 , 16.915825 ,
16.47662 , 15.674232 , 15.629094 , 15.713712 , 15.11457 ,
0.45685744, 0.10537678], dtype=float32))
Dataset: protein, split 0
HparamsTuple(noise_scale=0.08161944150924683, signal_scale=0.8650752305984497, length_scale=Array([0.36843014, 2.7492526 , 0.84744835, 0.21587911, 0.34909758,
0.30309626, 0.11767049, 0.35098636, 0.29549804], dtype=float32))
Dataset: protein, split 1
HparamsTuple(noise_scale=0.12216132134199142, signal_scale=0.8808494806289673, length_scale=Array([0.2794812 , 3.0229151 , 0.88296187, 0.20360021, 0.27434552,
0.27820078, 0.11691602, 0.32255408, 0.40931693], dtype=float32))
Dataset: protein, split 2
HparamsTuple(noise_scale=0.10625602304935455, signal_scale=0.9064787030220032, length_scale=Array([0.31455907, 2.866161 , 0.9232796 , 0.21936825, 0.33439443,
0.29179168, 0.10426287, 0.34200117, 0.32099625], dtype=float32))
Dataset: protein, split 3
HparamsTuple(noise_scale=0.0951092317700386, signal_scale=0.9005943536758423, length_scale=Array([0.31105977, 2.8076959 , 0.936141 , 0.21085525, 0.30782676,
0.2853722 , 0.10457821, 0.3349194 , 0.30323756], dtype=float32))
Dataset: protein, split 4
HparamsTuple(noise_scale=0.11164667457342148, signal_scale=0.8736359477043152, length_scale=Array([0.29789728, 3.0558677 , 0.8969226 , 0.1928535 , 0.29647124,
0.28170207, 0.11580256, 0.31909466, 0.36873585], dtype=float32))
Dataset: keggdirected, split 0
HparamsTuple(noise_scale=0.05350703001022339, signal_scale=0.3476719558238983, length_scale=Array([1.9621785, 9.3423605, 6.605231 , 0.6931472, 6.7057014, 5.1031528,
4.12309 , 0.6931472, 8.326808 , 2.0728972, 3.7967744, 4.198803 ,
5.23499 , 3.7991593, 5.087657 , 3.7967744, 4.044828 , 4.8229403,
3.867272 , 4.873325 ], dtype=float32))
Dataset: keggdirected, split 1
HparamsTuple(noise_scale=0.07043083757162094, signal_scale=0.37749341130256653, length_scale=Array([1.502899 , 9.285117 , 7.6442833, 0.6931472, 4.863702 , 4.9483027,
3.3032022, 0.6931472, 9.265839 , 2.5838807, 3.5049222, 4.8938494,
6.3705554, 3.5085952, 5.9978113, 3.5049222, 3.470349 , 5.740739 ,
4.591981 , 6.065764 ], dtype=float32))
Dataset: keggdirected, split 2
HparamsTuple(noise_scale=0.04307846352458, signal_scale=0.3506864011287689, length_scale=Array([1.8308766, 9.130774 , 6.289595 , 0.6931472, 4.2887774, 3.7278633,
2.7743485, 0.6931472, 7.192483 , 1.6998491, 3.4322975, 3.1536493,
3.7720413, 3.4334457, 6.2834544, 3.4322975, 3.6214635, 4.3550143,
3.8022401, 4.3926578], dtype=float32))
Dataset: keggdirected, split 3
HparamsTuple(noise_scale=0.07324627786874771, signal_scale=0.3749137222766876, length_scale=Array([1.5775679, 8.889902 , 7.4791665, 0.6931472, 4.936634 , 5.7198277,
3.8181767, 0.6931472, 8.006543 , 2.2276108, 3.2570896, 7.5757256,
5.490144 , 3.2614114, 7.6818247, 3.2570896, 4.5830226, 5.953672 ,
4.9514613, 5.8045363], dtype=float32))
Dataset: keggdirected, split 4
HparamsTuple(noise_scale=0.0730973407626152, signal_scale=0.412482887506485, length_scale=Array([ 1.9068836, 9.154025 , 7.331577 , 0.6931472, 5.557659 ,
5.4637103, 5.0975046, 0.6931472, 10.971168 , 2.464647 ,
4.421493 , 1.4948133, 8.769826 , 4.428113 , 5.8005342,
4.421493 , 3.928542 , 6.6632104, 4.8259907, 7.1180305], dtype=float32))
Dataset: 3droad, split 0
HparamsTuple(noise_scale=0.0142890065908432, signal_scale=0.6985031962394714, length_scale=Array([7.385629 , 0.01362664, 0.01544978], dtype=float32))
Dataset: 3droad, split 1
HparamsTuple(noise_scale=0.013840682804584503, signal_scale=0.6808423399925232, length_scale=Array([7.5763736 , 0.0156362 , 0.01743969], dtype=float32))
Dataset: 3droad, split 2
HparamsTuple(noise_scale=0.013637172058224678, signal_scale=0.6526399850845337, length_scale=Array([7.1534843 , 0.01435105, 0.01617367], dtype=float32))
Dataset: 3droad, split 3
HparamsTuple(noise_scale=nan, signal_scale=nan, length_scale=Array([nan, nan, nan], dtype=float32))
Dataset: 3droad, split 4
HparamsTuple(noise_scale=0.014428599737584591, signal_scale=0.6272570490837097, length_scale=Array([8.831874 , 0.01254164, 0.0151613 ], dtype=float32))
Dataset: song, split 0
HparamsTuple(noise_scale=0.033411309123039246, signal_scale=0.8514294028282166, length_scale=Array([0.85805905, 1.0774274 , 1.3626299 , 2.1390417 , 1.9204754 ,
1.3745781 , 2.3112774 , 2.402064 , 2.3410077 , 2.555968 ,
3.2699184 , 2.9259565 , 2.6458225 , 2.0009897 , 2.4101007 ,
3.838546 , 3.8834274 , 4.2954693 , 2.0057943 , 2.297364 ,
2.0872526 , 3.8762596 , 1.9471203 , 2.676478 , 3.8366966 ,
3.313081 , 3.3112361 , 3.4676857 , 4.285136 , 4.497305 ,
3.7109616 , 5.0433946 , 4.4195247 , 5.478014 , 4.988477 ,
2.3977113 , 3.8523185 , 2.3932602 , 5.6176515 , 3.2263925 ,
3.5450451 , 3.988342 , 4.4939203 , 5.3954597 , 4.7337284 ,
4.1111655 , 2.827659 , 3.6250298 , 3.7640686 , 4.0331025 ,
5.1928606 , 4.3394065 , 4.6020555 , 3.5393205 , 3.4016705 ,
3.976566 , 2.4316137 , 3.218406 , 2.9908807 , 4.2792106 ,
5.5081387 , 5.2137685 , 2.7024972 , 3.4500606 , 3.0959268 ,
5.2152476 , 3.6064465 , 4.693317 , 3.474985 , 3.4151204 ,
3.8510616 , 3.9012268 , 4.61601 , 4.5071177 , 5.013873 ,
4.2085476 , 3.459145 , 3.447152 , 4.2550435 , 4.176965 ,
4.4172373 , 3.6953151 , 3.352609 , 3.7989972 , 3.5627384 ,
4.9635086 , 4.115991 , 3.5228984 , 3.4535687 , 4.346666 ], dtype=float32))
Dataset: song, split 1
HparamsTuple(noise_scale=0.025179460644721985, signal_scale=0.8759617805480957, length_scale=Array([0.7084107, 0.9614963, 1.297793 , 1.4252857, 2.2491922, 1.3176965,
2.5074346, 1.9348948, 2.5798113, 2.638838 , 2.4512699, 2.4313302,
2.2946868, 1.731663 , 1.7869517, 4.3221545, 2.758805 , 3.663208 ,
1.6619797, 1.2731146, 2.540931 , 2.4078853, 1.4778962, 2.1812758,
3.9444816, 1.9642197, 2.2761803, 2.2930279, 2.7632365, 3.6641617,
2.2133021, 3.7108917, 2.948241 , 3.7935417, 4.0400305, 1.9266685,
1.997217 , 1.9303894, 4.415916 , 2.5640123, 3.5540683, 2.3805215,
3.7986772, 4.1510763, 3.7438004, 2.825279 , 2.7585864, 3.4887135,
2.9771016, 3.0670822, 4.2352657, 3.4130929, 3.4606407, 2.9385784,
2.715161 , 2.666723 , 1.9131435, 2.2052033, 2.346688 , 3.8765442,
3.0745246, 4.029972 , 2.1399136, 2.9967914, 2.0299246, 3.3008544,
3.0923564, 3.023176 , 2.73229 , 3.2164757, 4.091112 , 3.158479 ,
3.4669063, 2.258997 , 3.9460874, 2.602863 , 2.7434814, 2.0710602,
2.5981305, 3.838988 , 3.320292 , 2.6284592, 2.8670862, 3.4380448,
2.3955345, 3.5780525, 3.480594 , 3.512804 , 3.216037 , 3.554692 ], dtype=float32))
Dataset: song, split 2
HparamsTuple(noise_scale=0.0325026661157608, signal_scale=0.8627380728721619, length_scale=Array([0.71786445, 1.0532222 , 1.2712907 , 1.6136382 , 1.9366143 ,
1.2292346 , 2.954445 , 2.4371564 , 2.9723566 , 2.8194997 ,
2.6410959 , 2.525893 , 2.2895567 , 2.2661617 , 1.9146184 ,
3.7568314 , 3.0871203 , 3.2282646 , 2.734498 , 1.8103735 ,
2.3382504 , 2.3867507 , 1.1438344 , 2.8144376 , 3.457676 ,
2.1202936 , 2.1226778 , 2.3781707 , 2.6181588 , 2.74806 ,
2.645487 , 3.9679277 , 2.6204345 , 3.4924276 , 4.3437343 ,
2.1327047 , 1.9759629 , 2.2921236 , 3.5467076 , 2.1304595 ,
2.0981843 , 2.6979902 , 3.0678205 , 4.3848014 , 3.6519668 ,
2.1753871 , 2.7358282 , 3.8495228 , 3.648217 , 2.7879627 ,
3.2736938 , 3.53752 , 2.6664484 , 3.087219 , 4.092815 ,
2.5484464 , 1.7759354 , 2.106388 , 2.6385162 , 3.6172318 ,
3.6955838 , 4.1531296 , 2.0393035 , 3.3692036 , 2.8844116 ,
3.792544 , 2.4681928 , 3.4375298 , 2.3405979 , 2.724676 ,
3.8681333 , 2.9585028 , 3.6726406 , 2.2880907 , 3.893694 ,
2.92232 , 3.3141544 , 2.3737755 , 2.402879 , 3.1749501 ,
3.7782466 , 2.6103303 , 2.5414732 , 3.3656003 , 2.6864083 ,
3.7097936 , 3.2621891 , 3.1716888 , 3.2195249 , 3.681916 ], dtype=float32))
Dataset: song, split 3
HparamsTuple(noise_scale=0.05557100102305412, signal_scale=0.8831960558891296, length_scale=Array([0.73046726, 1.0295318 , 1.3260556 , 1.7819752 , 2.1685522 ,
1.3854697 , 2.800567 , 2.5487936 , 3.05417 , 2.5253155 ,
3.0644307 , 2.8687608 , 2.5667055 , 1.9354776 , 2.3404834 ,
4.184443 , 3.5218914 , 4.6953883 , 2.5012205 , 1.3015174 ,
2.1655357 , 2.554897 , 1.391357 , 2.248925 , 3.894544 ,
2.5639095 , 2.4378545 , 3.0210845 , 3.4630513 , 3.4271886 ,
2.994524 , 4.352775 , 3.3043993 , 4.265102 , 4.2622433 ,
1.8817862 , 2.763496 , 1.865762 , 4.3623614 , 2.2838068 ,
3.435024 , 2.978326 , 3.9477692 , 4.614267 , 4.7749896 ,
3.0419438 , 2.6594293 , 3.5027244 , 3.7188165 , 3.3292606 ,
4.539913 , 4.459963 , 3.3049219 , 3.484108 , 3.5395696 ,
2.9317515 , 2.1755521 , 2.07922 , 2.954707 , 4.0955663 ,
3.381287 , 4.4405403 , 2.3425834 , 3.1227338 , 2.8066444 ,
3.6024976 , 3.455983 , 3.9826734 , 2.7955637 , 2.916744 ,
3.3861904 , 3.4536228 , 4.0714145 , 2.7821977 , 4.4878764 ,
2.7710571 , 3.2795224 , 2.6907372 , 3.2121296 , 3.5739143 ,
4.2559686 , 2.9605732 , 2.943063 , 3.1894634 , 3.027494 ,
3.9263654 , 3.6324525 , 3.5499058 , 3.4701333 , 3.057328 ], dtype=float32))
Dataset: song, split 4
HparamsTuple(noise_scale=0.02663404308259487, signal_scale=0.8402619361877441, length_scale=Array([0.72631365, 0.9981657 , 1.2597216 , 1.5524368 , 2.0122097 ,
1.2888167 , 2.3350103 , 2.4693403 , 2.6405694 , 2.4035897 ,
3.1192129 , 2.6472917 , 2.4769359 , 2.2631888 , 2.5786462 ,
4.353107 , 3.2583692 , 4.301131 , 2.3338475 , 1.6436542 ,
1.997496 , 3.1561165 , 1.4414091 , 2.6278887 , 3.050576 ,
3.0938842 , 2.7019842 , 2.914884 , 4.060141 , 3.8059578 ,
4.144302 , 4.5924025 , 3.952896 , 4.769324 , 4.383293 ,
2.4066825 , 3.0922768 , 2.3333921 , 3.9983697 , 2.6067297 ,
3.1822054 , 3.6003678 , 3.41407 , 4.605962 , 4.2069716 ,
3.3697171 , 3.0536175 , 3.8776867 , 3.530302 , 3.916666 ,
4.8053966 , 4.7485995 , 3.3380609 , 3.0819073 , 3.5354164 ,
3.3290627 , 2.2259102 , 3.2061632 , 3.2962418 , 3.9752812 ,
4.8014092 , 5.06084 , 2.0595245 , 4.4545608 , 2.9941719 ,
4.337119 , 3.6000497 , 4.3404346 , 2.9338508 , 3.357586 ,
4.3506575 , 4.2707267 , 4.2211 , 3.4694538 , 4.8908453 ,
3.547299 , 3.157589 , 2.7488925 , 3.4151878 , 4.4083004 ,
4.1077485 , 3.1536605 , 3.8964498 , 3.7909133 , 2.64711 ,
4.2655587 , 3.6229737 , 4.0291305 , 3.538963 , 3.9984195 ], dtype=float32))
Dataset: buzz, split 0
HparamsTuple(noise_scale=0.18074540793895721, signal_scale=0.3684837520122528, length_scale=Array([2.8944561, 2.9395692, 3.346553 , 2.6039305, 3.5035017, 2.4741771,
1.2062174, 4.4979496, 4.3139553, 4.39578 , 4.0968165, 4.158117 ,
3.320566 , 3.469755 , 2.280933 , 2.3926075, 4.736447 , 2.8239799,
3.4126694, 3.0830662, 1.7421988, 4.616469 , 4.571464 , 4.3690124,
5.2352386, 4.9027762, 4.7061596, 4.9188914, 3.0241485, 2.918472 ,
2.990196 , 2.9367096, 3.4561753, 2.846192 , 1.7990894, 3.2053456,
2.6542928, 2.868993 , 2.9922762, 2.2353065, 2.2997165, 2.3696952,
0.6931472, 0.6931472, 1.709966 , 1.8201102, 0.6931472, 0.6931472,
0.6931472, 5.4082565, 5.4288774, 5.398541 , 5.6651726, 4.835375 ,
5.4959054, 5.467807 , 1.4102759, 1.2414117, 2.840685 , 3.0179858,
3.6512697, 2.90377 , 1.8045447, 5.066722 , 4.937114 , 5.0209885,
5.3516054, 5.444757 , 5.3971696, 5.875856 , 2.8181078, 2.8189604,
3.4164891, 2.8757792, 3.369012 , 2.4651058, 1.2155479], dtype=float32))
Dataset: buzz, split 1
HparamsTuple(noise_scale=0.19549886882305145, signal_scale=0.3630002439022064, length_scale=Array([2.6539917, 2.18286 , 2.9394872, 3.4809341, 3.4777238, 2.9702213,
1.2546005, 4.003424 , 4.243146 , 4.668087 , 4.9309816, 4.586701 ,
3.687489 , 3.4726875, 3.370751 , 3.0064635, 4.099406 , 3.9263437,
3.0583255, 4.0439196, 2.627897 , 4.7554355, 6.0267625, 4.9748645,
4.309668 , 4.7158594, 5.271926 , 5.02947 , 3.2779343, 2.8206086,
3.1661503, 3.335392 , 3.6952267, 2.7849662, 1.7738144, 3.8692055,
3.6540802, 3.4402657, 2.6543043, 3.6285293, 3.3417745, 3.0037246,
0.6931472, 2.7685115, 1.9439753, 2.1063473, 2.6305754, 0.6931472,
0.6931472, 5.567168 , 5.581891 , 5.40149 , 6.014192 , 5.786368 ,
5.786723 , 5.575973 , 1.912423 , 1.2612629, 2.3645585, 3.2748172,
2.7985313, 3.285136 , 1.9887905, 5.585926 , 5.6493797, 5.433267 ,
6.1773505, 5.318588 , 5.335562 , 5.3878474, 2.5395153, 2.1125424,
2.7218578, 3.6291287, 3.4244065, 2.8614345, 1.3417853], dtype=float32))
Dataset: buzz, split 2
HparamsTuple(noise_scale=0.14621023833751678, signal_scale=0.2921440899372101, length_scale=Array([3.3774712, 3.5154812, 4.138511 , 4.579967 , 3.6841316, 3.375448 ,
2.3341413, 4.238671 , 3.5667806, 4.761896 , 4.913831 , 4.450051 ,
4.2102246, 3.2625706, 3.4799745, 2.6713803, 4.3172174, 4.3221335,
4.420089 , 3.910455 , 2.5056765, 2.622176 , 5.3829436, 2.8042657,
4.4693613, 4.232148 , 4.198196 , 3.536518 , 3.8387177, 3.9284303,
3.7045338, 4.331755 , 3.7618318, 3.924173 , 2.5030262, 2.9834976,
3.4130726, 3.8341796, 3.333786 , 2.5766666, 3.5396829, 2.2522256,
0.6931472, 1.5509274, 0.6931472, 0.6931472, 0.6931472, 0.6931472,
0.6931472, 5.8375154, 4.203214 , 5.360296 , 5.6786327, 5.0900283,
4.631175 , 5.9196925, 3.2664647, 2.1803782, 3.506205 , 4.0113673,
3.831431 , 3.4772935, 2.7255628, 5.629831 , 4.287699 , 4.1454988,
5.8320975, 5.0564866, 5.312533 , 5.413795 , 3.1658485, 3.3866444,
3.922603 , 4.6079206, 3.5668526, 3.4219499, 2.5356221], dtype=float32))
Dataset: buzz, split 3
HparamsTuple(noise_scale=0.19262371957302094, signal_scale=0.35497719049453735, length_scale=Array([2.1826432, 1.888996 , 3.0030866, 2.589384 , 2.5102198, 2.147759 ,
1.1052417, 4.481313 , 3.163217 , 4.0045476, 3.9133003, 3.4626846,
3.6672063, 1.7476104, 2.3570619, 1.6743071, 4.768602 , 3.0155628,
3.4979923, 3.08405 , 2.9684513, 4.038671 , 5.4083037, 4.657068 ,
5.290979 , 4.8114257, 5.46304 , 4.877855 , 2.8859253, 2.365153 ,
3.2653694, 2.8889415, 2.9627993, 2.7966316, 1.5198201, 2.542935 ,
2.2028494, 3.648806 , 2.4696202, 2.495056 , 2.096668 , 2.2169738,
1.5938734, 1.8111725, 1.7643099, 1.6933907, 1.642289 , 1.8215656,
1.9906889, 5.3020515, 4.754197 , 5.233877 , 5.544806 , 5.392669 ,
5.4324913, 4.851833 , 1.7141196, 0.8264465, 2.4693115, 3.1178997,
3.107995 , 2.3226445, 1.6888134, 5.5466967, 5.1000724, 4.96419 ,
5.9762764, 4.9719925, 5.367361 , 5.847643 , 2.1250477, 1.8161188,
2.9721646, 2.7751682, 2.3404682, 2.0773897, 1.1747792], dtype=float32))
Dataset: buzz, split 4
HparamsTuple(noise_scale=0.20748133957386017, signal_scale=0.4422003924846649, length_scale=Array([3.0752122, 3.047051 , 3.225428 , 3.1966288, 3.1423857, 2.934497 ,
1.799902 , 4.3436885, 5.154815 , 5.310382 , 4.4757495, 4.755754 ,
4.0458126, 4.8164477, 3.292405 , 2.9879014, 4.2739005, 3.5507514,
3.6938698, 4.325575 , 3.7704475, 4.805343 , 6.1113396, 4.6319957,
5.5225115, 5.090138 , 4.5871935, 4.93873 , 3.338883 , 3.442965 ,
3.240694 , 3.5499883, 3.0437112, 3.02356 , 2.0909534, 3.9462986,
3.9262657, 3.27728 , 2.967345 , 2.8121622, 2.9686866, 2.1784 ,
1.7099742, 1.8583649, 4.175636 , 1.7474985, 1.7732317, 0.6931472,
1.8946707, 5.458915 , 4.76365 , 5.0239825, 5.99908 , 5.3571634,
5.41412 , 5.345218 , 2.6253073, 2.074087 , 2.954306 , 3.7395744,
3.9867852, 3.6713898, 2.9351964, 5.990836 , 5.5462093, 5.405732 ,
6.5361695, 5.113584 , 5.826153 , 5.9224277, 3.0073698, 2.8162122,
3.3951995, 3.1943488, 3.043812 , 2.8416934, 1.8595469], dtype=float32))
Dataset: houseelectric, split 0
HparamsTuple(noise_scale=0.00647840416058898, signal_scale=0.2374456226825714, length_scale=Array([ 2.3603036 , 2.0088997 , 5.771779 , 1.9287668 , 8.034236 ,
2.8651326 , 11.729999 , 0.56991285, 7.543651 , 10.031955 ,
9.574514 ], dtype=float32))
Dataset: houseelectric, split 1
HparamsTuple(noise_scale=0.007434115745127201, signal_scale=0.23203468322753906, length_scale=Array([ 2.2246482, 2.3389099, 5.927082 , 1.8722547, 8.276815 ,
4.5074763, 11.477721 , 0.7573357, 6.459636 , 8.340504 ,
9.647872 ], dtype=float32))
Dataset: houseelectric, split 2
HparamsTuple(noise_scale=0.00652529438957572, signal_scale=0.2416844367980957, length_scale=Array([ 1.1653937 , 1.4867594 , 4.551908 , 1.5460867 , 5.892219 ,
1.6971047 , 11.471485 , 0.23251212, 5.6670547 , 9.246807 ,
9.074899 ], dtype=float32))
Dataset: houseelectric, split 3
HparamsTuple(noise_scale=0.005119900684803724, signal_scale=0.2167636901140213, length_scale=Array([ 4.841724 , 3.5443742, 6.6541286, 2.3314586, 7.915296 ,
4.8941345, 10.952281 , 1.1232852, 5.081787 , 10.399623 ,
8.594005 ], dtype=float32))
Dataset: houseelectric, split 4
HparamsTuple(noise_scale=0.008209922350943089, signal_scale=0.24914713203907013, length_scale=Array([ 1.0426171 , 1.137024 , 3.6240819 , 1.3128756 , 5.751304 ,
1.7944154 , 11.058134 , 0.22891466, 7.010582 , 9.084308 ,
10.795834 ], dtype=float32))