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results/phase1_xgb_per_fold.tsv
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# Provenance:
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# Script: /media/drn2/External/TARA-Oceans/03_analyses/WorldModelApp/scripts/t06_xgb_env_to_pfam_modules_20260127_140000.py
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# Input: /media/drn2/External/TARA-Oceans/03_analyses/WorldModelApp/data/consolidated_env.npy
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# /media/drn2/External/TARA-Oceans/03_analyses/WorldModelApp/data/consolidated_pfam_modules.npy
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# /media/drn2/External/TARA-Oceans/03_analyses/WorldModelApp/data/ocean_basin_assignments.tsv
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# Date: 2026-01-27 09:58:55
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# Integrity Check: PASSED
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# N_samples: 1810
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# N_env_vars: 24
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# N_modules: 20
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# CV_folds: 6 (leave-one-basin-out, Red_Sea merged into Indian)
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# XGBoost: n_estimators=300, max_depth=6, lr=0.05
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fold_basin n_train n_test module_1 module_2 module_3 module_4 module_5 module_6 module_7 module_8 module_9 module_10 module_11 module_12 module_13 module_14 module_15 module_16 module_17 module_18 module_19 module_20 mean_r2
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Arctic 1772 38 0.1738911924170271 0.10057974462120067 -0.21340322321091598 -0.5366906779386131 -0.7931938131040472 0.2375501646124969 -0.8783256358055322 -0.022442661766482797 0.24974186013953092 -0.6543561429962779 -0.8607126937390266 -0.17290137185041554 -36.93095316941029 -3.6581740102222495 -0.4829945343498765 0.18040464774829157 -15.024147002089737 -37.50306648449029 -5.486256746106252 -16.594223749484993 -5.943483715351323
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Atlantic 1166 644 -0.00806161557157492 0.05371997949070806 0.08621104429413362 0.10848631125542096 0.08057154744672479 -0.4018445357668696 0.06525849136626671 0.0706152934875367 -0.18659472476759054 0.08828734916701841 0.07889181156556724 0.11915254857460789 0.1400056759401498 0.1569721719665662 0.09453918655176663 -0.04040531396507974 0.07115278360326249 0.03588327039525263 0.18278223554728967 0.10009335850955947 0.044785843454535824
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Indian 1591 219 -0.16432842219671429 -0.3527699970304137 -0.167574415134766 -0.16978268245435535 -0.17646190637033166 -0.2037888362150202 -0.1770410541450005 -0.15438716524002594 -0.18266727908852576 -0.22168586832752424 -0.1633680222351761 -0.3635774565233505 -0.12895180358689928 -0.10580707619547369 -0.3110409836997885 -0.29601688742460985 -0.05634892799589242 -0.05751912225308842 -0.25581118628145827 -0.08686894568370818 -0.18978990190410613
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Mediterranean 1568 242 -0.12516548599955102 -0.04110473003999404 0.07717515322078805 0.1828889659788807 0.1945485501975066 0.23816715065830718 0.10367209511116282 0.08517787197103766 -0.0713730113786748 0.23433108053468155 0.21002370404430093 0.1950528853745389 0.013928928962193554 0.0733261471534089 0.1668745504917366 0.24142012616479813 0.13237380164656287 0.013591596840007658 0.12359494427612927 -0.057465584120715674 0.09955193705435526
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Pacific 1193 617 -0.20092817337628444 -0.29144942254970196 -0.10765388365508288 -0.08244428046760666 -0.09003684646342713 -0.04985780291392761 -0.07772270160973571 -0.1952210115982964 -0.018183229845714077 -0.07370912770557658 -0.09081915255584105 -0.07789947244773088 -0.6065308142103742 -0.06238583549615595 -0.05307183140453264 -0.04813505854839861 -0.05098788143017119 -0.09469489259300112 0.01921074557721103 -0.6249327700654532 -0.1438726721679901
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Southern 1760 50 -0.5278454214890662 -0.4797861936761103 -0.2652265038274766 -0.15583526647186852 -0.17644566052516164 -3.059380566356306 -0.19760664455187937 -0.231925558812482 -8.959345769038276 -0.22973986280084469 -0.11419043836635301 -0.20222814530762268 -0.16500025213469693 -1.5516457471889473 -0.7131292923016486 -0.054106426396869134 -0.04060300585616816 -2.3595835764585824 -0.07782227500509697 -0.6541885810113743 -1.0107817593788417
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