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insectnet-research-0.2.0-perch2

Audio Classification
Joblib
scikit-learn
bioacoustics
perch
insects
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insectnet-research-0.2.0-perch2
File size: 2,238 Bytes
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{
  "artifact": "insectnet-research-0.2.0-perch2.joblib",
  "artifact_sha256": "27bf603a6dec2df2789b3bf9241f5e035ccdea5909c4ecf252623ff9304afe32",
  "challenge": "private-local-frog-stationary-mic",
  "challenge_windows_sha256": "d1b4e4fa00c66668802909c04152b87d370e7632b823356f19068b6df428e3a7",
  "embeddings_sha256": "b3a445fed48b81338a98ebd7d1df4be1f38fc49c2457e466afa9c2a93d9217a2",
  "groups": 436,
  "hierarchy_gated_outputs": {
    "cicada": {
      "rate": 0.05198776758409786,
      "windows": 68
    },
    "insect_present": {
      "rate": 0.922782874617737,
      "windows": 1207
    },
    "orthoptera": {
      "rate": 0.6269113149847095,
      "windows": 820
    }
  },
  "interpretation": "Reviewed for frog presence, not insect absence. Local activation/confound rate only; private paths and audio excluded from public artifacts.",
  "label_hierarchy": {
    "cicada": "insect_present",
    "orthoptera": "insect_present"
  },
  "mode": "activation",
  "primary_class": "insect_present",
  "primary_gated_rate": 0.922782874617737,
  "raw_head_crossings": {
    "cicada": {
      "rate": 0.06039755351681957,
      "score_quantiles": {
        "0.0": 8.761091104638058e-06,
        "0.1": 0.005041635348734761,
        "0.5": 0.01655852762032007,
        "0.9": 0.05648319572218107,
        "0.99": 0.4103528015770684,
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      "windows": 79
    },
    "insect_present": {
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      "score_quantiles": {
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        "0.99": 0.9744074067196331,
        "1.0": 0.9994559982904517
      },
      "windows": 1207
    },
    "orthoptera": {
      "rate": 0.6284403669724771,
      "score_quantiles": {
        "0.0": 7.657545870985462e-06,
        "0.1": 0.25935502814683503,
        "0.5": 0.8084400658198851,
        "0.9": 0.9302060014648005,
        "0.99": 0.9727938447050919,
        "1.0": 0.9881314010318611
      },
      "windows": 822
    }
  },
  "samples": 1308,
  "schema_version": 1,
  "thresholds_locked_before_challenge": {
    "cicada": 0.08,
    "insect_present": 0.25,
    "orthoptera": 0.74
  }
}