reading-a-planet / models.json
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reading-a-planet v0.1.0: data and fitted models
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{ "target": "RI30 = 1[V(t+24h) - V(t) >= 30 kt]", "code": "https://github.com/thanatchon36/reading-a-planet", "commit": "83b2f4a0fb0d09b756e8c4d053b4fced0f7e6fb5", "train_seasons": "<= 2018", "validation_seasons": "2019-2021", "test_seasons": "2022-2024 (not used for fitting)", "max_abs_diff_vs_stored_test_predictions": { "part1_M1c_WP": 2.3420095029980104e-10, "part2_M1c_NA": 7.062750662090167e-10, "part2_M1c_EP": 3.732717052118417e-10, "part2_M1c_WP": 2.584531200167106e-10, "part2_M1c_NI": 2.0493606811555765e-12, "part2_M1c_SI": 2.267214194162648e-12, "part2_M1c_SP": 5.339062525422378e-13, "part2_MGc_pooled": 1.136896132791776e-11 }, "models": { "part1_M1c_WP": { "features": [ "V", "dV6", "dV12", "lat", "lon360", "speed_kmh", "u_kmh", "v_kmh", "age_h", "vmax_sofar", "V_minus_vmax", "sst_clim", "dist_land_km", "doy_sin", "doy_cos" ], "basin_dummies": false, "columns": [ "V", "dV6", "dV12", "lat", "lon360", "speed_kmh", "u_kmh", "v_kmh", "age_h", "vmax_sofar", "V_minus_vmax", 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{
"target": "RI30 = 1[V(t+24h) - V(t) >= 30 kt]",
"code": "https://github.com/thanatchon36/reading-a-planet",
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