[
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    "id": "baseline_relu",
    "valid": true,
    "expected_valid": true,
    "dimension": 3,
    "activation": "relu",
    "z": 0.64,
    "output": 0.64,
    "expected_output": 0.64,
    "matches_expected": true,
    "matches_expectation": true,
    "sensitivity": [
      {
        "parameter": "w1",
        "delta": 0.1,
        "output_change": 0.05
      },
      {
        "parameter": "w2",
        "delta": 0.1,
        "output_change": 0.03
      },
      {
        "parameter": "w3",
        "delta": 0.1,
        "output_change": 0.08
      },
      {
        "parameter": "bias",
        "delta": 0.1,
        "output_change": 0.1
      }
    ]
  },
  {
    "id": "negative_relu",
    "valid": true,
    "expected_valid": true,
    "dimension": 3,
    "activation": "relu",
    "z": -1.3,
    "output": 0.0,
    "expected_output": 0.0,
    "matches_expected": true,
    "matches_expectation": true,
    "sensitivity": [
      {
        "parameter": "w1",
        "delta": 0.1,
        "output_change": 0.0
      },
      {
        "parameter": "w2",
        "delta": 0.1,
        "output_change": 0.0
      },
      {
        "parameter": "w3",
        "delta": 0.1,
        "output_change": 0.0
      },
      {
        "parameter": "bias",
        "delta": 0.1,
        "output_change": 0.0
      }
    ]
  },
  {
    "id": "binary_sigmoid",
    "valid": true,
    "expected_valid": true,
    "dimension": 2,
    "activation": "sigmoid",
    "z": 1.0,
    "output": 0.7310585786,
    "expected_output": 0.7310585786,
    "matches_expected": true,
    "matches_expectation": true,
    "sensitivity": [
      {
        "parameter": "w1",
        "delta": 0.1,
        "output_change": 0.0374662049
      },
      {
        "parameter": "w2",
        "delta": 0.1,
        "output_change": -0.020109076
      },
      {
        "parameter": "bias",
        "delta": 0.1,
        "output_change": 0.019201527
      }
    ]
  },
  {
    "id": "linear_score",
    "valid": true,
    "expected_valid": true,
    "dimension": 4,
    "activation": "linear",
    "z": 0.35,
    "output": 0.35,
    "expected_output": 0.35,
    "matches_expected": true,
    "matches_expectation": true,
    "sensitivity": [
      {
        "parameter": "w1",
        "delta": 0.1,
        "output_change": 0.02
      },
      {
        "parameter": "w2",
        "delta": 0.1,
        "output_change": 0.04
      },
      {
        "parameter": "w3",
        "delta": 0.1,
        "output_change": 0.06
      },
      {
        "parameter": "w4",
        "delta": 0.1,
        "output_change": 0.08
      },
      {
        "parameter": "bias",
        "delta": 0.1,
        "output_change": 0.1
      }
    ]
  },
  {
    "id": "invalid_dimension",
    "valid": false,
    "expected_valid": false,
    "matches_expectation": true,
    "errors": [
      "inputs y weights deben tener la misma dimensión"
    ]
  }
]