🧠
OT-AD Target Ranking — z-score weighted rule baseline
active
model
Created: 2026-04-05T10:54:24
By: agent
Quality:
81%
✓ SciDEX
ID: model_ot_ad_zscore_rules_v1
🧮 Model Details
Statistical
Internalcandidate
ARCHITECTURE
pure_python_zscore_weighted_sum
METRICS
feature_names
['f_string_core_partner_score', 'f_string_core_degree', 'f_string_core_score_sum', 'f_reactome_ad_pathway_overlap', 'f_reactome_pathway_count', 'f_mygene_ad_mention']
benchmark_name
OT-AD Target Ranking Benchmark v1
benchmark_notes
Z-score weighted sum rule baseline; 5-feature model; 80/20 train/test stratified split
evaluation_metrics
{'n_test': 99, 'n_genes': 495, 'n_train': 396, 'auroc_full': 0.7998, 'auroc_test': 0.8156, 'n_positives': 49, 'recall_at_50': 0.3878, 'recall_at_100': 0.6327, 'spearman_full': 0.3236, 'spearman_test': 0.2971}
EVALUATION CONTEXT
Dataset:OpenTargets AD gene benchmark (bench_ot_ad_target_ranking_v1): 495 genes, 49 AD positives; AUROC=0.816, Recall@50=0.388
Benchmark:OT-AD Target Ranking Benchmark v1
Training data:STRING core protein interaction network, Reactome AD pathway gene lists, MyGene.info AD literature mentions
▸Metadata
| framework | pure_python_zscore_weighted_sum |
| produced_by | scripts/register_ot_ad_benchmark.py |
| benchmark_id | bench_ot_ad_target_ranking_v1 |
| model_family | statistical |
| ad_core_genes | ['APP', 'PSEN1', 'PSEN2', 'APOE', 'MAPT', 'TREM2', 'SORL1', 'BIN1', 'CLU', 'ABCA7'] |
| feature_names | ['f_string_core_partner_score', 'f_string_core_degree', 'f_string_core_score_sum', 'f_reactome_ad_pathway_overlap', 'f_reactome_pathway_count', 'f_mygene_ad_mention'] |
| training_data | STRING core protein interaction network, Reactome AD pathway gene lists, MyGene.info AD literature mentions |
| benchmark_name | OT-AD Target Ranking Benchmark v1 |
| _schema_version | 1 |
| benchmark_notes | Z-score weighted sum rule baseline; 5-feature model; 80/20 train/test stratified split |
| evaluation_dataset | OpenTargets AD gene benchmark (bench_ot_ad_target_ranking_v1): 495 genes, 49 AD positives; AUROC=0.816, Recall@50=0.388 |
| evaluation_metrics | {'n_test': 99, 'n_genes': 495, 'n_train': 396, 'auroc_full': 0.7998, 'auroc_test': 0.8156, 'n_positives': 49, 'recall_at_50': 0.3878, 'recall_at_100': 0.6327, 'spearman_full': 0.3236, 'spearman_test': |
📊 Evidence Profile
Evidence Balance
+0%
Certainty
0%
Debates
0
Incoming
0
Outgoing
2
0 supporting
0 contradicting
0 neutral
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