239 lines
5.6 KiB
JSON
239 lines
5.6 KiB
JSON
{
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"method": "RSSI-proxy band-mean amplitude over 20-frame window",
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"input_dim": 20,
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"architecture": "MLP(20 \u2192 32 \u2192 8) ReLU + softmax, vanilla SGD",
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"epochs": 200,
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"train_time_s": 0.717573200003244,
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"n_train": 862,
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"n_eval": 215,
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"label_distribution_train": {
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"1": 445,
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"0": 417
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},
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"label_distribution_eval": {
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"0": 116,
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"1": 99
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},
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"final_eval_acc": 0.5906976744186047,
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"best_eval_acc": 0.5906976744186047,
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"per_class_accuracy": {
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"0": {
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"support": 116,
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"accuracy": 0.5948275862068966
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},
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"1": {
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"support": 99,
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"accuracy": 0.5858585858585859
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}
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},
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"full_csi_baseline": {
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"version": "cog-person-count v0.0.2",
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"overall_acc": 0.623,
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"class0_acc": 0.862,
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"class1_acc": 0.343,
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"source": "docs/benchmarks/person-count-cog.md"
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},
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"retained_fraction": 0.9481503602224793,
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