116 lines
2.5 KiB
JSON
116 lines
2.5 KiB
JSON
{
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"model": "qwen35_2b_sft",
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"api_base": "http://localhost:8001/v1",
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"timestamp": "2026-05-10T19:56:10.028905",
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"total_evaluated": 1200,
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"avg_latency_seconds": 10.48,
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"api_errors": 0,
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"summary": {
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"total_episodes": 1200,
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"detection_accuracy": 0.6308333333333334,
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"miss_rate": 0.7090909090909091,
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"false_alarm_rate": 0.06307692307692307,
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"precision": 0.7960199004975125,
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"recall": 0.2909090909090909,
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"f1_security": 0.42609853528628494,
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"threat_type_accuracy": 0.525,
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"parse_failure_rate": 0.08583333333333333,
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"breakdown": {
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"TP": {
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"total": 550,
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"correct": 160,
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"accuracy": 0.2909090909090909
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},
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"FP": {
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"total": 400,
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"correct": 359,
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"accuracy": 0.8975
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},
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"TN": {
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"total": 250,
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"correct": 238,
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"accuracy": 0.952
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}
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},
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"per_sq": {
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"SQ1": {
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"total": 190,
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"accuracy": 0.5473684210526316,
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"miss_count": 58,
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"false_alarm_count": 19
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},
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"SQ2": {
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"total": 240,
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"accuracy": 0.625,
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"miss_count": 78,
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"false_alarm_count": 12
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},
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"SQ3": {
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"total": 290,
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"accuracy": 0.5551724137931034,
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"miss_count": 129,
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"false_alarm_count": 0
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},
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"SQ4": {
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"total": 290,
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"accuracy": 0.5689655172413793,
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"miss_count": 121,
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"false_alarm_count": 2
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},
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"SQ5": {
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"total": 190,
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"accuracy": 0.9315789473684211,
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"miss_count": 4,
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"false_alarm_count": 8
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}
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}
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},
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"errors": {
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"total_errors": 519,
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"error_distribution": {
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"PARSE_FAIL": 52,
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"FALSE_ALARM": 34,
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"MISS": 357,
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"WRONG_TYPE": 76
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},
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"error_by_sq": {
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"SQ1": {
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"PARSE_FAIL": 23,
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"FALSE_ALARM": 17,
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"MISS": 46,
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"WRONG_TYPE": 5
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},
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"SQ2": {
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"FALSE_ALARM": 12,
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"MISS": 70,
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"WRONG_TYPE": 5,
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"PARSE_FAIL": 8
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},
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"SQ3": {
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"MISS": 122,
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"PARSE_FAIL": 7,
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"WRONG_TYPE": 1
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},
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"SQ4": {
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"PARSE_FAIL": 8,
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"MISS": 117,
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"WRONG_TYPE": 2
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},
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"SQ5": {
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"FALSE_ALARM": 5,
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"PARSE_FAIL": 6,
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"WRONG_TYPE": 63,
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"MISS": 2
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}
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},
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"error_by_category": {
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"device_fault": 51,
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"fire_gas": 78,
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"intrusion": 136,
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"water_damage": 15,
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"behavioral_anomaly": 81,
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"child_specific": 27,
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"elderly_specific": 45
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}
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}
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} |