personaflow / data /processed /eval_ablation.json
mozzic's picture
Deploy PersonaFlow AI
9d1557c verified
Raw
History Blame Contribute Delete
1.53 kB
{
"split": {
"train": 66124,
"test": 1891
},
"retrieval_full": {
"n": 1421,
"skipped": 0,
"ndcg@10": 0.590879154661905,
"hit@10": 0.6368754398311048,
"mrr@10": 0.5766610256582108
},
"retrieval_only_semantic": {
"n": 1421,
"skipped": 0,
"ndcg@10": 0.26101196062953536,
"hit@10": 0.28993666432090076,
"mrr@10": 0.25222456798811477
},
"retrieval_only_cf": {
"n": 1421,
"skipped": 0,
"ndcg@10": 0.6494480318537417,
"hit@10": 0.6748768472906403,
"mrr@10": 0.641519777040537
},
"retrieval_no_cf": {
"n": 1421,
"skipped": 0,
"ndcg@10": 0.2511471807422494,
"hit@10": 0.2772695285010556,
"mrr@10": 0.24316013761826571
},
"retrieval_popularity_only": {
"n": 1421,
"skipped": 0,
"ndcg@10": 0.0,
"hit@10": 0.0,
"mrr@10": 0.0
},
"lgbm_full": {
"n_features": 17,
"n_train": 66124,
"n_test": 1891,
"rmse": 0.7098679473278803,
"mae": 0.4065058780983239
},
"lgbm_no_temporal": {
"n_features": 15,
"n_train": 66124,
"n_test": 1891,
"rmse": 0.7049718429174671,
"mae": 0.40484774956670594
},
"lgbm_no_sensitivities": {
"n_features": 15,
"n_train": 66124,
"n_test": 1891,
"rmse": 0.7112913377483473,
"mae": 0.40753531264411635
},
"lgbm_minimal": {
"n_features": 4,
"n_train": 66124,
"n_test": 1891,
"rmse": 0.7422723526427359,
"mae": 0.433655516335972
}
}