readout_summary.json

{
  "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": {
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    "1000.0": 1.1033603851820213,
    "10000.0": 1.1033679139310546,
    "30000.0": 1.1048441456682687,
    "100000.0": 1.1105265257126138
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  "key_dim": 3,
  "key_singular_values": [
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  "neighbours": 4096,
  "shrinkage": 10.0,
  "off_data_quantile": 0.99,
  "train_members_per_component": [
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}