data$update_params(params = params)中出错：[LightGBM] [Fatal]在构造数据集句柄后无法更改max_bin

import lightgbm as lgb

# 示例数据
data = {
    'feature1': [1, 2, 3, 4, 5],
    'feature2': [5, 4, 3, 2, 1],
    'label': [0, 1, 0, 1, 0]
}

# 转换为 LightGBM 需要的格式
lgb_train = lgb.Dataset(data['feature1'], data['label'])

# 设置参数
params = {
    'objective': 'binary',
    'metric': 'binary_logloss',
    'max_bin': 255  # 确保在构造数据集句柄之前设置
}

# 训练模型
model = lgb.train(params, lgb_train, num_boost_round=10)