Project_Hyperparameters

{
  "batch_monk1": {
    "l_dim": [
      [
        17,
        4,
        1
      ]
    ],
    "a_functions": [
      [
        "tanh"
      ]
    ],
    "eta": [
      0.8,
      0.5
    ],
    "tau": [
      [
        500,
        0.08
      ]
    ],
    "reg": [
      [
        false,
        false
      ]
    ],
    "dim_batch": [
      0
    ],
    "momentum": [
      [
        false,
        false
      ]
    ],
    "epochs": [
      2000
    ],
    "batch_shuffle": true,
    "eps": [
      0.1,
      0.3
    ],
    "distribution": [
      "uniform"
    ],
    "bias": [
      0
    ],
    "seed": [
      52
    ],
    "classification": true,
    "early_stop": true,
    "patience": [
      30
    ],
    "treshold_variance": [
      1e-06
    ]
  },
  "minibatch_monk1": {
    "l_dim": [
      [
        17,
        4,
        1
      ]
    ],
    "a_functions": [
      [
        "tanh"
      ]
    ],
    "eta": [
      0.05
    ],
    "tau": [
      [
        30,
        0.005
      ],
      [
        70,
        0.005
      ]
    ],
    "reg": [
      [
        false,
        false
      ]
    ],
    "dim_batch": [
      20
    ],
    "momentum": [
      [
        "nesterov",
        0.9
      ]
    ],
    "epochs": [
      2000
    ],
    "batch_shuffle": true,
    "eps": [
      0.1,
      0.3
    ],
    "distribution": [
      "uniform"
    ],
    "bias": [
      0
    ],
    "seed": [
      52
    ],
    "classification": true,
    "early_stop": true,
    "patience": [
      30
    ],
    "treshold_variance": [
      1e-06
    ]
  }
}