5-arg-function.json

{
    "function": "lambda x1, x2, x3, x4, x5: 10 * math.sin(x1 * x2 * math.pi) + 20 * x3 + 10 * x1 * x4 + 5 * x5 ** 2 - 10",
    "dataset_size": 8192,
    "train_test_ratio": 0.5,
    "data_ranges": {
        "same": {
            "x1": [-2, 2],
            "x2": [-2, 2],
            "x3": [-2, 2],
            "x4": [-2, 2],
            "x5": [-2, 2]
        },
        "different": {
            "train": {
                "x1": [0, 0.8],
                "x2": [-2, -0.8],
                "x3": [-3, 0],
                "x4": [1, 3],
                "x5": [0, 1]
            },
            "test": {
                "x1": [0.8, 2],
                "x2": [-0.8, 0],
                "x3": [0, 4],
                "x4": [-2, 1],
                "x5": [-1, 0]
            }
        }
    },
    "model_parameters": {
        "layer_sizes": [10, 10]
    }
}