{
  "method": "context_local_members",
  "key_features": [
    "depolarisation_slope",
    "recovery_slope",
    "repolarisation_slope",
    "spatial_spread_um",
    "tip_val",
    "spike_width_secs",
    "predepolarisation_width_secs",
    "spike_amplitude",
    "peak_to_trough_ratio_log"
  ],
  "key_alpha": 1000.0,
  "key_alpha_validation_mse": {
    "100.0": 1.1037312015628236,
    "1000.0": 1.1033603851820213,
    "10000.0": 1.1033679139310546,
    "30000.0": 1.1048441456682687,
    "100000.0": 1.1105265257126138
  },
  "key_dim": 3,
  "key_singular_values": [
    95.02516531228356,
    62.48198561115676,
    51.015579869285794,
    35.38328421883545,
    21.195708629676567,
    16.722950989014983,
    10.308581820566737,
    10.023965043087022,
    4.122605997586523
  ],
  "neighbours": 4096,
  "shrinkage": 10.0,
  "off_data_quantile": 0.99,
  "train_members_per_component": [
    2036,
    3412,
    4319,
    1685,
    4732,
    889,
    1159,
    780,
    991,
    1885,
    3953,
    1277,
    1444,
    2027,
    3144,
    1173,
    855,
    2740,
    3417,
    1989,
    1571,
    2826,
    1503,
    1505,
    5185
  ]
}