insectnet-research-0.3.0-perch2 / release /deployed-threshold-replay.json
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Publish exact deployed insectnet-research-0.3.0-perch2 research bundle
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{
"bundle_id": "ff8d28f5e8d0416eb63e7b958b6b950b69dd89a0baca0089f399b20cbc3c529f",
"bundle_model_sha256": "cacff9ab9f91686ab30b762dbbeae0030a55354c084a35354bbf6fed572eed5a",
"bundle_weights_sha256": "a57b8eb341cce154d27b5cbcd33100b6abcb4a989e5f5d08d59855dd588c5d58",
"class_name": "insect_present",
"deployed_threshold": 0.9995,
"lanes": {
"dog_negative": {
"activation_rate": 0.038461538461538464,
"activations": 1,
"samples": 26,
"score_quantiles": {
"0": 2.629722038570728e-05,
"0.5": 0.10503301241414034,
"0.9": 0.9935529669875243,
"0.95": 0.9973599753425142,
"0.99": 0.9990732195291763,
"1": 0.9995613647413695
}
},
"frog_activation": {
"activation_rate": 0.0022935779816513763,
"activations": 3,
"samples": 1308,
"score_quantiles": {
"0": 9.753973057775086e-07,
"0.5": 0.9608445778029782,
"0.9": 0.9944640330520004,
"0.95": 0.9963377519020639,
"0.99": 0.9984862336105438,
"1": 0.9998022190784165
}
},
"oxfordshire_locked_test": {
"activation_rate": 0.34517766497461927,
"activations": 204,
"samples": 591,
"score_quantiles": {
"0": 0.00016044336141255694,
"0.5": 0.9828181753859523,
"0.9": 0.9999987278256104,
"0.95": 0.9999996902591937,
"0.99": 0.9999999659868495,
"1": 0.9999999914717878
}
}
},
"method": "Retained challenge embeddings replayed through the exact deployed broad-head bundle. Operational thresholds were chosen after these challenge sets were examined, so results are descriptive rather than independent threshold selection or field accuracy estimates.",
"schema_version": 1,
"source_artifact_sha256": "9cd5f753db357220a180ead0d13019d46f69d469898b9a88bfdb12ca38fecf14",
"source_to_bundle_array_parity": {
"coef_max_abs": 0.0,
"intercept_max_abs": 0.0,
"scaler_mean_max_abs": 0.0,
"scaler_scale_max_abs": 0.0
}
}