# -*- coding: utf-8 -*-
settings_1_0 = {
    "bagging_fraction": 0.5723183627450579,
    "bagging_freq": 1,
    "extra_trees": False,
    "lag_1": -1,
    "lag_2": -134,
    "lag_3": -55,
    "lag_4": -10,
    "lag_5": -23,
    "lag_6": -176,
    "lags": 100,
    "max_depth": -1,
    "n_estimators": 743,
    "num_leaves": 7,
}

settings_1_1 = {
    "bagging_fraction": 0.33062596714895764,
    "bagging_freq": 10,
    "extra_trees": False,
    "lag_1": -93,
    "lag_2": -182,
    "lag_3": -111,
    "lag_4": -106,
    "lag_5": -56,
    "lag_6": -90,
    "lags": 109,
    "max_depth": 40,
    "n_estimators": 126,
    "num_leaves": 4,
}

settings_30_0 = {
    "bagging_fraction": 0.9886355937008238,
    "bagging_freq": 4,
    "extra_trees": False,
    "lag_1": -158,
    "lag_2": -70,
    "lag_3": -196,
    "lag_4": -125,
    "lag_5": -102,
    "lag_6": -113,
    "lags": 70,
    "max_depth": 20,
    "n_estimators": 375,
    "num_leaves": 177,
}

settings_30_1 = {
    "bagging_fraction": 0.12146070206460798,
    "bagging_freq": 8,
    "extra_trees": False,
    "lag_1": -136,
    "lag_2": -144,
    "lag_3": -146,
    "lag_4": -114,
    "lag_5": -55,
    "lag_6": -83,
    "lags": 171,
    "max_depth": 40,
    "n_estimators": 275,
    "num_leaves": 90,
}

settings_60_0 = {
    "bagging_fraction": 0.9482102997611512,
    "bagging_freq": 10,
    "extra_trees": False,
    "lag_1": -169,
    "lag_2": -118,
    "lag_3": -38,
    "lag_4": -97,
    "lag_5": -7,
    "lag_6": -141,
    "lags": 174,
    "max_depth": 40,
    "n_estimators": 559,
    "num_leaves": 74,
}
settings_60_1 = {
    "bagging_fraction": 0.17991082197323646,
    "bagging_freq": 7,
    "extra_trees": False,
    "lag_1": -81,
    "lag_2": -170,
    "lag_3": -62,
    "lag_4": -77,
    "lag_5": -154,
    "lag_6": -75,
    "lags": 195,
    "max_depth": 80,
    "n_estimators": 193,
    "num_leaves": 113,
}

settings_120_0 = {
    "bagging_fraction": 0.7561353426838351,
    "bagging_freq": 6,
    "extra_trees": False,
    "lag_1": -67,
    "lag_2": -46,
    "lag_3": -80,
    "lag_4": -173,
    "lag_5": -129,
    "lag_6": -71,
    "lags": 168,
    "max_depth": 20,
    "n_estimators": 137,
    "num_leaves": 138,
}

settings_120_1 = {
    "bagging_fraction": 0.5122103641191448,
    "bagging_freq": 1,
    "extra_trees": False,
    "lag_1": -34,
    "lag_2": -164,
    "lag_3": -86,
    "lag_4": -184,
    "lag_5": -110,
    "lag_6": -61,
    "lags": 52,
    "max_depth": 40,
    "n_estimators": 133,
    "num_leaves": 149,
}

# https://wandb.ai/kjappelbaum/aeml/runs/dbatpeyi/overview?workspace=user-kjappelbaum
ci_0_1 = {
    "bagging_fraction": 0.8165789202006879,
    "bagging_freq": 9,
    "extra_trees": True,
    "feature_lag": -27,
    "lags": 13,
    "max_depth": 20,
    "n_estimators": 69,
    "num_leaves": 48,
}

# https://wandb.ai/kjappelbaum/aeml/runs/6xwe9n3b/overview?workspace=user-kjappelbaum
ci_0_0 = {
    "bagging_fraction": 0.8298495206522986,
    "bagging_freq": 4,
    "extra_trees": True,
    "feature_lag": -11,
    "lags": 1,
    "max_depth": 160,
    "n_estimators": 728,
    "num_leaves": 145,
}


# https://wandb.ai/kjappelbaum/aeml/runs/igtfchti/overview?workspace=user-kjappelbaum
ci_1_0 = {
    "bagging_fraction": 0.4745649749684756,
    "bagging_freq": 8,
    "extra_trees": False,
    "feature_lag": -172,
    "lags": 5,
    "max_depth": 160,
    "n_estimators": 866,
    "num_leaves": 178,
}

# https://wandb.ai/kjappelbaum/aeml/runs/ztjy9wu3/overview?workspace=user-kjappelbaum
ci_1_1 = {
    "bagging_fraction": 0.9588280342962936,
    "bagging_freq": 2,
    "extra_trees": True,
    "feature_lag": -10,
    "lags": 185,
    "max_depth": 320,
    "n_estimators": 221,
    "num_leaves": 109,
}

# https://wandb.ai/kjappelbaum/aeml/runs/0jbbuavr/overview?workspace=user-kjappelbaum
ci_2_0 = {
    "bagging_fraction": 0.7420130159827099,
    "bagging_freq": 3,
    "extra_trees": True,
    "feature_lag": -30,
    "lags": 145,
    "max_depth": 320,
    "n_estimators": 816,
    "num_leaves": 177,
}

# https://wandb.ai/kjappelbaum/aeml/runs/ql7oemic/overview?workspace=user-kjappelbaum
ci_2_1 = {
    "bagging_fraction": 0.6855368072468766,
    "bagging_freq": 10,
    "extra_trees": True,
    "feature_lag": -106,
    "lags": 170,
    "max_depth": 20,
    "n_estimators": 92,
    "num_leaves": 84,
}

# https://wandb.ai/kjappelbaum/aeml/runs/yst3m5hl/overview?workspace=user-kjappelbaum
ci_3_0 = {
    "bagging_fraction": 0.5259261254163593,
    "bagging_freq": 5,
    "extra_trees": False,
    "feature_lag": -71,
    "lags": 167,
    "max_depth": 160,
    "n_estimators": 348,
    "num_leaves": 42,
}

# https://wandb.ai/kjappelbaum/aeml/runs/oiwxhmyh/overview?workspace=user-kjappelbaum
ci_3_1 = {
    "bagging_fraction": 0.24096396158109296,
    "bagging_freq": 3,
    "extra_trees": True,
    "feature_lag": -19,
    "lags": 46,
    "max_depth": 160,
    "n_estimators": 130,
    "num_leaves": 67,
}

# https://wandb.ai/kjappelbaum/aeml/runs/ugf0d9wc/overview?workspace=user-kjappelbaum
ci_4_0 = {
    "bagging_fraction": 0.9548093643327524,
    "bagging_freq": 10,
    "extra_trees": False,
    "feature_lag": -184,
    "lags": 194,
    "max_depth": -1,
    "n_estimators": 880,
    "num_leaves": 162,
}

# https://wandb.ai/kjappelbaum/aeml/runs/t95dqsu9?workspace=user-kjappelbaum
ci_4_1 = {
    "bagging_fraction": 0.7849680567532762,
    "bagging_freq": 0,
    "extra_trees": False,
    "feature_lag": -10,
    "lags": 77,
    "max_depth": 40,
    "n_estimators": 979,
    "num_leaves": 73,
}

# https://wandb.ai/kjappelbaum/aeml/runs/hij4tqbh?workspace=user-kjappelbaum
ci_5_0 = {
    "bagging_fraction": 0.9471880181285482,
    "bagging_freq": 0,
    "extra_trees": True,
    "feature_lag": -23,
    "lags": 173,
    "max_depth": 80,
    "n_estimators": 394,
    "num_leaves": 167,
}

# https://wandb.ai/kjappelbaum/aeml/runs/od9lrynh/overview?workspace=user-kjappelbaum
ci_5_1 = {
    "bagging_fraction": 0.7961021965354408,
    "bagging_freq": 2,
    "extra_trees": True,
    "feature_lag": -79,
    "lags": 10,
    "max_depth": 40,
    "n_estimators": 975,
    "num_leaves": 44,
}

# https://wandb.ai/kjappelbaum/aeml/runs/k1q40u0a/overview?workspace=user-kjappelbaum
ci_6_0 = {
    "bagging_fraction": 0.847298739985417,
    "bagging_freq": 2,
    "extra_trees": False,
    "feature_lag": -126,
    "lags": 121,
    "max_depth": 160,
    "n_estimators": 511,
    "num_leaves": 130,
}

# https://wandb.ai/kjappelbaum/aeml/runs/4o1acstk/overview?workspace=user-kjappelbaum
ci_6_1 = {
    "bagging_fraction": 0.8997352432770196,
    "bagging_freq": 10,
    "extra_trees": False,
    "feature_lag": -150,
    "lags": 130,
    "max_depth": 160,
    "n_estimators": 933,
    "num_leaves": 9,
}
