UniHive_RecSys / hybrid_engine /artifacts /validation_two_sessions.json
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UniHive RecSys hybrid engine v2.0: ONNX models, code, checkpoints, model card, full report
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{
"session 1 (P09_2026-10-07_04-51-26)": {
"posts": 89,
"engaged": 11,
"results": {
"engine 2.0 (shipped)": {
"NDCG10": 0.255,
"engaged_in_top10": 3,
"AUC": 0.688,
"topic_share_top10": 0.7,
"pages25_NDCG10": 0.468,
"pages": 3
},
"engine 2.0, no Qwen3 vectors (today's backend)": {
"NDCG10": 0.249,
"engaged_in_top10": 3,
"AUC": 0.76,
"topic_share_top10": 0.7,
"pages25_NDCG10": 0.336,
"pages": 3
},
"engine 1.1 (with community)": {
"NDCG10": 0.413,
"engaged_in_top10": 5,
"AUC": 0.78,
"topic_share_top10": 0.7,
"pages25_NDCG10": 0.559,
"pages": 3
},
"Reddit feed order": {
"NDCG10": 0.641,
"engaged_in_top10": 6,
"AUC": 0.917
},
"random (200 shuffles)": {
"NDCG10": 0.124,
"engaged_in_top10": 1.095,
"AUC": 0.501
}
},
"pages_2_0_vs_1_1": {
"better": 0,
"worse": 2,
"tied": 1
}
},
"session 2 (P09_2026-10-07_05-10-53)": {
"posts": 142,
"engaged": 10,
"results": {
"engine 2.0 (shipped)": {
"NDCG10": 0.11,
"engaged_in_top10": 1,
"AUC": 0.498,
"topic_share_top10": 0.9,
"pages25_NDCG10": 0.403,
"pages": 3
},
"engine 2.0, no Qwen3 vectors (today's backend)": {
"NDCG10": 0.11,
"engaged_in_top10": 1,
"AUC": 0.532,
"topic_share_top10": 1.0,
"pages25_NDCG10": 0.367,
"pages": 3
},
"engine 1.1 (with community)": {
"NDCG10": 0.11,
"engaged_in_top10": 1,
"AUC": 0.602,
"topic_share_top10": 0.8,
"pages25_NDCG10": 0.381,
"pages": 3
},
"Reddit feed order": {
"NDCG10": 0.312,
"engaged_in_top10": 3,
"AUC": 0.773
},
"random (200 shuffles)": {
"NDCG10": 0.07,
"engaged_in_top10": 0.645,
"AUC": 0.503
}
},
"pages_2_0_vs_1_1": {
"better": 2,
"worse": 1,
"tied": 0
}
}
}