sample_id,month,target_month,actual_proxy_score,risk_direction,risk_severity,predicted_proxy_score,model,split
sagil_1,2025-05-01,2025-06-01,-0.2065939087962127,drought,low,-0.10954255,transformer,test
sagil_1,2025-06-01,2025-07-01,-0.3245755846486907,drought,moderate,-0.0958761,transformer,test
sagil_1,2025-07-01,2025-08-01,-0.09116156398804812,drought,high,-0.07349506,transformer,test
sagil_1,2025-08-01,2025-09-01,-0.06991608831779453,drought,low,0.09326409,transformer,test
sagil_1,2025-09-01,2025-10-01,-0.15671019312080756,drought,low,0.031559058,transformer,test
sagil_1,2025-10-01,2025-11-01,0.37192599951674504,drought,low,0.13257861,transformer,test
sagil_1,2025-11-01,2025-12-01,0.11943863777322264,flood,high,0.30453172,transformer,test
sagil_1,2025-12-01,2026-01-01,-0.23995662963090977,flood,low,0.036193788,transformer,test
sagil_1,2026-01-01,2026-02-01,-0.37151109401273996,drought,moderate,-0.047362316,transformer,test
sagil_1,2026-02-01,2026-03-01,-0.4191340706447016,drought,high,-0.14156649,transformer,test
sagil_1,2026-03-01,2026-04-01,-0.05713635634024468,drought,high,-0.065491125,transformer,test
sagil_1,2026-04-01,2026-05-01,0.07976863316859373,drought,low,-0.09766969,transformer,test
sagil_10,2025-05-01,2025-06-01,-0.11998066112713697,flood,moderate,-0.089096904,transformer,test
sagil_10,2025-06-01,2025-07-01,-0.3466033851606881,drought,low,-0.031151835,transformer,test
sagil_10,2025-07-01,2025-08-01,-0.05675688510363787,drought,high,-0.0125198625,transformer,test
sagil_10,2025-08-01,2025-09-01,-0.05369301425794284,drought,low,0.10701345,transformer,test
sagil_10,2025-09-01,2025-10-01,-0.09263517053777022,drought,low,0.047649976,transformer,test
sagil_10,2025-10-01,2025-11-01,0.9306343686730232,drought,low,0.13489264,transformer,test
sagil_10,2025-11-01,2025-12-01,0.11240769249116529,flood,extreme,-0.25112104,transformer,test
sagil_10,2025-12-01,2026-01-01,-0.1728118694790673,flood,low,-0.012665313,transformer,test
sagil_10,2026-01-01,2026-02-01,-0.39927036100556,drought,low,-0.05735228,transformer,test
sagil_10,2026-02-01,2026-03-01,-0.508210353937662,drought,high,0.4374688,transformer,test
sagil_10,2026-03-01,2026-04-01,-0.07600685479968708,drought,high,-0.09850724,transformer,test
sagil_10,2026-04-01,2026-05-01,0.07049862560218162,drought,low,-0.017268267,transformer,test
sagil_11,2025-05-01,2025-06-01,-0.14299888331872512,drought,moderate,-0.10929902,transformer,test
sagil_11,2025-06-01,2025-07-01,-0.33472233289640996,drought,low,-0.052184377,transformer,test
sagil_11,2025-07-01,2025-08-01,-0.08128261025753784,drought,high,-0.060243014,transformer,test
sagil_11,2025-08-01,2025-09-01,-0.03697692438696763,drought,low,0.058867596,transformer,test
sagil_11,2025-09-01,2025-10-01,-0.0978004466524734,drought,low,0.032999925,transformer,test
sagil_11,2025-10-01,2025-11-01,0.25477254539273586,drought,low,0.10912736,transformer,test
sagil_11,2025-11-01,2025-12-01,0.10751094202529772,flood,moderate,0.2559022,transformer,test
sagil_11,2025-12-01,2026-01-01,-0.1534910985823039,flood,low,0.044207197,transformer,test
sagil_11,2026-01-01,2026-02-01,-0.3648458484357051,drought,low,-0.03141952,transformer,test
sagil_11,2026-02-01,2026-03-01,-0.5236115264697487,drought,high,-0.06620622,transformer,test
sagil_11,2026-03-01,2026-04-01,-0.07000570012508855,drought,high,0.12104511,transformer,test
sagil_11,2026-04-01,2026-05-01,0.05805633520801864,drought,low,-0.16826089,transformer,test
sagil_12,2025-05-01,2025-06-01,-0.13650355199420366,flood,low,-0.1286987,transformer,test
sagil_12,2025-06-01,2025-07-01,-0.3250947909414201,drought,low,-0.0030862615,transformer,test
sagil_12,2025-07-01,2025-08-01,-0.11908450359103893,drought,high,0.020429265,transformer,test
sagil_12,2025-08-01,2025-09-01,-0.030509985675346653,drought,low,0.044328887,transformer,test
sagil_12,2025-09-01,2025-10-01,-0.0933461404126942,drought,low,0.14542045,transformer,test
sagil_12,2025-10-01,2025-11-01,0.22039532058117428,drought,low,0.05847518,transformer,test
sagil_12,2025-11-01,2025-12-01,0.15251962740853062,flood,moderate,0.027808646,transformer,test
sagil_12,2025-12-01,2026-01-01,-0.2144766379966201,flood,low,-0.06896904,transformer,test
sagil_12,2026-01-01,2026-02-01,-0.3616798446870673,drought,moderate,-0.096187264,transformer,test
sagil_12,2026-02-01,2026-03-01,-0.3475129225303405,drought,high,0.11053631,transformer,test
sagil_12,2026-03-01,2026-04-01,0.12932067804945882,drought,high,0.006148983,transformer,test
sagil_12,2026-04-01,2026-05-01,0.07573020965449041,flood,low,-0.118995965,transformer,test
sagil_13,2025-05-01,2025-06-01,-0.20504589463855538,drought,low,-0.13713562,transformer,test
sagil_13,2025-06-01,2025-07-01,-0.3162775789717118,drought,moderate,-0.059520524,transformer,test
sagil_13,2025-07-01,2025-08-01,-0.15428599331283369,drought,high,-0.049740266,transformer,test
sagil_13,2025-08-01,2025-09-01,-0.0321860638488155,drought,low,-0.2041927,transformer,test
sagil_13,2025-09-01,2025-10-01,-0.11024667407117078,drought,low,-0.0009202622,transformer,test
sagil_13,2025-10-01,2025-11-01,-0.2030133847796493,drought,low,-0.03985073,transformer,test
sagil_13,2025-11-01,2025-12-01,0.288603731636765,drought,moderate,-0.13859606,transformer,test
sagil_13,2025-12-01,2026-01-01,-0.2913707864136595,flood,moderate,-0.22713152,transformer,test
sagil_13,2026-01-01,2026-02-01,-0.44052369057720414,drought,moderate,-0.1911565,transformer,test
sagil_13,2026-02-01,2026-03-01,-0.30081193476565626,drought,high,0.014016647,transformer,test
sagil_13,2026-03-01,2026-04-01,-0.10558182698059093,drought,high,-0.05989663,transformer,test
sagil_13,2026-04-01,2026-05-01,0.10454025317361774,drought,low,-0.5886696,transformer,test
sagil_14,2025-05-01,2025-06-01,-0.3052301140003822,drought,low,-0.07861939,transformer,test
sagil_14,2025-06-01,2025-07-01,-0.5298670231193906,drought,high,-0.01671506,transformer,test
sagil_14,2025-07-01,2025-08-01,-0.12598948541231283,drought,high,-0.07515466,transformer,test
sagil_14,2025-08-01,2025-09-01,-0.07979289133218545,drought,low,0.08854011,transformer,test
sagil_14,2025-09-01,2025-10-01,-0.14397028186577127,drought,low,0.01695963,transformer,test
sagil_14,2025-10-01,2025-11-01,0.29837134992881553,drought,low,0.059189446,transformer,test
sagil_14,2025-11-01,2025-12-01,0.25250016164892597,flood,moderate,-0.093410075,transformer,test
sagil_14,2025-12-01,2026-01-01,-0.34092719730557086,flood,moderate,-0.105092704,transformer,test
sagil_14,2026-01-01,2026-02-01,-0.5984319445963335,drought,high,-0.05361287,transformer,test
sagil_14,2026-02-01,2026-03-01,-0.3613725693901726,drought,extreme,-0.026134681,transformer,test
sagil_14,2026-03-01,2026-04-01,-0.23163466475558586,drought,high,-0.1728531,transformer,test
sagil_14,2026-04-01,2026-05-01,-0.15606891360264555,drought,moderate,-0.24256784,transformer,test
sagil_15,2025-05-01,2025-06-01,-0.3659972300199949,drought,high,0.26684865,transformer,test
sagil_15,2025-06-01,2025-07-01,0.49266821003957567,drought,high,0.074193135,transformer,test
sagil_15,2025-07-01,2025-08-01,0.12179695478774837,flood,high,0.31873766,transformer,test
sagil_15,2025-08-01,2025-09-01,0.3504798722123342,flood,low,0.02971747,transformer,test
sagil_15,2025-09-01,2025-10-01,0.04631475602506008,flood,high,0.022534687,transformer,test
sagil_15,2025-10-01,2025-11-01,0.31559979230888874,flood,low,-0.21654949,transformer,test
sagil_15,2025-11-01,2025-12-01,0.22642513776893672,flood,high,-0.096368134,transformer,test
sagil_15,2025-12-01,2026-01-01,0.2778750264319923,flood,moderate,0.1909281,transformer,test
sagil_15,2026-01-01,2026-02-01,-0.191157223337655,flood,moderate,-0.1698795,transformer,test
sagil_15,2026-02-01,2026-03-01,0.3300494079112809,drought,moderate,-0.099511296,transformer,test
sagil_15,2026-03-01,2026-04-01,-0.40573109297873106,flood,high,0.27132046,transformer,test
sagil_15,2026-04-01,2026-05-01,0.10953249309628682,drought,high,0.23010446,transformer,test
sagil_16,2025-05-01,2025-06-01,-0.09824450963071903,flood,moderate,-0.03108031,transformer,test
sagil_16,2025-06-01,2025-07-01,-0.08016762976443381,drought,low,0.01735672,transformer,test
sagil_16,2025-07-01,2025-08-01,-0.0604871726877284,drought,low,0.03749962,transformer,test
sagil_16,2025-08-01,2025-09-01,0.04615813339932337,drought,low,0.10156041,transformer,test
sagil_16,2025-09-01,2025-10-01,0.041188576031810156,flood,low,0.026817057,transformer,test
sagil_16,2025-10-01,2025-11-01,0.12885005876482614,flood,low,-0.018541079,transformer,test
sagil_16,2025-11-01,2025-12-01,0.08307695728340339,flood,low,0.02481981,transformer,test
sagil_16,2025-12-01,2026-01-01,-0.2956824527660513,flood,low,-0.08254245,transformer,test
sagil_16,2026-01-01,2026-02-01,-0.11651124002551351,drought,moderate,-0.0871855,transformer,test
sagil_16,2026-02-01,2026-03-01,-0.4205948135060843,drought,low,-0.025148604,transformer,test
sagil_16,2026-03-01,2026-04-01,0.12414677249372229,drought,high,-0.05979492,transformer,test
sagil_16,2026-04-01,2026-05-01,0.11131865181073464,flood,low,-0.04936434,transformer,test
sagil_17,2025-05-01,2025-06-01,-0.13407159436818272,drought,high,-0.19300833,transformer,test
sagil_17,2025-06-01,2025-07-01,-0.10745976478219052,drought,low,-0.045014236,transformer,test
sagil_17,2025-07-01,2025-08-01,-0.11116431570296136,drought,low,-0.014513124,transformer,test
sagil_17,2025-08-01,2025-09-01,-0.03418005625001948,drought,low,-0.014764968,transformer,test
sagil_17,2025-09-01,2025-10-01,-0.05337245921281702,drought,low,-0.081139386,transformer,test
sagil_17,2025-10-01,2025-11-01,-0.1391649209368667,drought,low,-0.10286975,transformer,test
sagil_17,2025-11-01,2025-12-01,0.05646668120135823,drought,low,-0.04883677,transformer,test
sagil_17,2025-12-01,2026-01-01,-0.4102841705108553,flood,low,-0.10647693,transformer,test
sagil_17,2026-01-01,2026-02-01,-0.2192977762546805,drought,high,-0.19266132,transformer,test
sagil_17,2026-02-01,2026-03-01,-0.48359425254857524,drought,moderate,-0.1460063,transformer,test
sagil_17,2026-03-01,2026-04-01,-0.22374704630140507,drought,high,-0.11063588,transformer,test
sagil_17,2026-04-01,2026-05-01,0.16354189214997705,drought,moderate,-0.21566033,transformer,test
sagil_18,2025-05-01,2025-06-01,-0.11435476182031103,flood,high,-0.0965583,transformer,test
sagil_18,2025-06-01,2025-07-01,-0.07771803549342209,drought,low,0.026306577,transformer,test
sagil_18,2025-07-01,2025-08-01,0.11731211559040478,drought,low,0.033340506,transformer,test
sagil_18,2025-08-01,2025-09-01,0.05156360273453629,flood,low,0.09459147,transformer,test
sagil_18,2025-09-01,2025-10-01,0.08124881376456568,flood,low,0.061349668,transformer,test
sagil_18,2025-10-01,2025-11-01,0.16228980587126152,flood,low,0.032724436,transformer,test
sagil_18,2025-11-01,2025-12-01,0.13687712629338505,flood,low,0.12421508,transformer,test
sagil_18,2025-12-01,2026-01-01,-0.2818475323479928,flood,low,0.0018241815,transformer,test
sagil_18,2026-01-01,2026-02-01,-0.09808874640177108,drought,moderate,-0.04070342,transformer,test
sagil_18,2026-02-01,2026-03-01,-0.3390885270753544,drought,low,0.077548295,transformer,test
sagil_18,2026-03-01,2026-04-01,0.08040483389042882,drought,high,-0.105706856,transformer,test
sagil_18,2026-04-01,2026-05-01,0.09036981657009642,flood,low,0.027096558,transformer,test
sagil_19,2025-05-01,2025-06-01,-0.13147609747947586,flood,high,-0.09595239,transformer,test
sagil_19,2025-06-01,2025-07-01,-0.10862107760806954,drought,low,-0.026765365,transformer,test
sagil_19,2025-07-01,2025-08-01,-0.0865119352749274,drought,low,-0.004244443,transformer,test
sagil_19,2025-08-01,2025-09-01,0.027689901017148306,drought,low,0.018155921,transformer,test
sagil_19,2025-09-01,2025-10-01,0.06856346910993964,flood,low,0.0086778775,transformer,test
sagil_19,2025-10-01,2025-11-01,0.21816891068514052,flood,low,-0.03216644,transformer,test
sagil_19,2025-11-01,2025-12-01,0.0943661197828997,flood,moderate,0.07324019,transformer,test
sagil_19,2025-12-01,2026-01-01,-0.26505930626947893,flood,low,0.012696587,transformer,test
sagil_19,2026-01-01,2026-02-01,-0.10186218090501867,drought,moderate,-0.035522055,transformer,test
sagil_19,2026-02-01,2026-03-01,-0.38259625904936606,drought,low,0.06606398,transformer,test
sagil_19,2026-03-01,2026-04-01,0.10423731142070776,drought,high,-0.101879805,transformer,test
sagil_19,2026-04-01,2026-05-01,0.10293877755636549,flood,low,0.12678427,transformer,test
sagil_2,2025-05-01,2025-06-01,-0.10554954389128055,flood,low,-0.09016228,transformer,test
sagil_2,2025-06-01,2025-07-01,-0.38164868710879774,drought,low,-0.06756784,transformer,test
sagil_2,2025-07-01,2025-08-01,-0.09968844695361524,drought,high,-0.0096687265,transformer,test
sagil_2,2025-08-01,2025-09-01,-0.07702345060540197,drought,low,-0.026762944,transformer,test
sagil_2,2025-09-01,2025-10-01,-0.06385664980832725,drought,low,0.030344587,transformer,test
sagil_2,2025-10-01,2025-11-01,0.20844167011918313,drought,low,0.14037073,transformer,test
sagil_2,2025-11-01,2025-12-01,0.1784098860352995,flood,moderate,-0.07177782,transformer,test
sagil_2,2025-12-01,2026-01-01,-0.24762019456571818,flood,low,-0.0505569,transformer,test
sagil_2,2026-01-01,2026-02-01,-0.38713388865150916,drought,moderate,-0.024088386,transformer,test
sagil_2,2026-02-01,2026-03-01,-0.4191084890310342,drought,high,-0.22971967,transformer,test
sagil_2,2026-03-01,2026-04-01,-0.10914614461299685,drought,high,-0.073283345,transformer,test
sagil_2,2026-04-01,2026-05-01,0.11899132387929762,drought,low,-0.3122133,transformer,test
sagil_20,2025-05-01,2025-06-01,-0.13716997478547382,flood,low,-0.11631614,transformer,test
sagil_20,2025-06-01,2025-07-01,-0.09822286275680273,drought,low,-0.07607375,transformer,test
sagil_20,2025-07-01,2025-08-01,-0.12273040554518289,drought,low,-0.036177423,transformer,test
sagil_20,2025-08-01,2025-09-01,0.038279820400330594,drought,low,-0.031228688,transformer,test
sagil_20,2025-09-01,2025-10-01,-0.0628457875864706,flood,low,-0.045875143,transformer,test
sagil_20,2025-10-01,2025-11-01,0.19792139421014449,drought,low,0.029391859,transformer,test
sagil_20,2025-11-01,2025-12-01,0.12174483967194002,flood,moderate,0.074758664,transformer,test
sagil_20,2025-12-01,2026-01-01,-0.2740856853266732,flood,low,-0.08955747,transformer,test
sagil_20,2026-01-01,2026-02-01,-0.10214823922502674,drought,moderate,-0.073911116,transformer,test
sagil_20,2026-02-01,2026-03-01,-0.30218068521749736,drought,low,0.09130789,transformer,test
sagil_20,2026-03-01,2026-04-01,0.07699661281543324,drought,high,-0.08247778,transformer,test
sagil_20,2026-04-01,2026-05-01,0.07998034211482193,flood,low,0.09105307,transformer,test
sagil_21,2025-05-01,2025-06-01,-0.16478851348409757,drought,low,-0.15891352,transformer,test
sagil_21,2025-06-01,2025-07-01,-0.17005332081670427,drought,low,-0.037238438,transformer,test
sagil_21,2025-07-01,2025-08-01,-0.16715899769495393,drought,low,-0.039071675,transformer,test
sagil_21,2025-08-01,2025-09-01,-0.02691451371454859,drought,low,-0.007076118,transformer,test
sagil_21,2025-09-01,2025-10-01,-0.07572885310326691,drought,low,-0.0817913,transformer,test
sagil_21,2025-10-01,2025-11-01,0.1976529220207175,drought,low,-0.041011278,transformer,test
sagil_21,2025-11-01,2025-12-01,0.13476662464242897,flood,moderate,-0.007958997,transformer,test
sagil_21,2025-12-01,2026-01-01,-0.19165476506572207,flood,low,-0.09380919,transformer,test
sagil_21,2026-01-01,2026-02-01,-0.10792490473931894,drought,moderate,-0.15966019,transformer,test
sagil_21,2026-02-01,2026-03-01,-0.34310519765968756,drought,low,-0.117478475,transformer,test
sagil_21,2026-03-01,2026-04-01,-0.08810022037619984,drought,high,-0.09848884,transformer,test
sagil_21,2026-04-01,2026-05-01,0.09076093891468587,drought,low,-0.14512351,transformer,test
sagil_22,2025-05-01,2025-06-01,-0.13808228639449183,drought,high,-0.13867265,transformer,test
sagil_22,2025-06-01,2025-07-01,-0.36583434078855775,drought,low,0.05407715,transformer,test
sagil_22,2025-07-01,2025-08-01,-0.09247544506543331,drought,high,-0.01684821,transformer,test
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