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109 lines (109 loc) · 2.64 KB
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{
"best_overall_auc": 0.8374,
"best_experiment": "comb_lr5e5_drop03",
"updated_at": "2026-03-25",
"experiments": [
{
"rank": 1,
"exp_name": "comb_lr5e5_drop03",
"phase": "phase5_combined",
"auc": 0.8374,
"pcoc": 1.0877,
"logloss": 0.2087,
"config": {
"model_type": "WideDeep",
"dnn_hidden_units": [1024, 512, 256, 128],
"embedding_size": 8,
"adam_learning_rate": 5e-5,
"net_dropout": 0.3,
"batch_size": 256
},
"delta_vs_baseline": 0.0020
},
{
"rank": 2,
"exp_name": "comb_lr5e5_emb16",
"phase": "phase5_combined",
"auc": 0.8367,
"pcoc": 1.1487,
"logloss": 0.2098,
"config": {
"model_type": "WideDeep",
"dnn_hidden_units": [1024, 512, 256, 128],
"embedding_size": 16,
"adam_learning_rate": 5e-5,
"net_dropout": 0.5,
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},
"delta_vs_baseline": 0.0013
},
{
"rank": 3,
"exp_name": "hp_lr_5e5",
"phase": "phase4_hyperparam",
"auc": 0.8373,
"pcoc": 1.1918,
"logloss": 0.2103,
"config": {
"model_type": "WideDeep",
"dnn_hidden_units": [1024, 512, 256, 128],
"embedding_size": 8,
"adam_learning_rate": 5e-5,
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},
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},
{
"rank": 4,
"exp_name": "hp_lr_1e4",
"phase": "phase4_hyperparam",
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"config": {
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},
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},
{
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"config": {
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"net_dropout": 0.5,
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},
"delta_vs_baseline": 0.0
},
{
"rank": 6,
"exp_name": "baseline_v2",
"phase": "phase1_baseline",
"auc": 0.8212,
"pcoc": 1.1724,
"logloss": null,
"config": {
"model_type": "WideDeep",
"dnn_hidden_units": [512, 256, 64],
"embedding_size": 8,
"adam_learning_rate": 1e-5,
"net_dropout": 0.5,
"batch_size": 256
},
"delta_vs_baseline": -0.0142
}
]
}