Next-10 events prediction on Orange4Home
0.85F1 ScoreDomusFM
Evaluation results
| Method | Links | |
|---|---|---|
| DomusFMTrain Data %=15%, Evaluation=5-fold cross-validation2026.02 | 0.85 | |
| DomusFMTrain Data %=30%, Evaluation=5-fold cross-validation2026.02 | 0.85 | |
| DomusFMTrain Data %=10%, Evaluation=5-fold cross-validation2026.02 | 0.83 | |
| DomusFMTrain Data %=5%, Evaluation=5-fold cross-validation2026.02 | 0.79 | |
| GPT-2Train Data %=30%, Evaluation=5-fold cross-validation2026.02 | 0.79 | |
| GPT-2Train Data %=15%, Evaluation=5-fold cross-validation2026.02 | 0.75 | |
| GPT-2Train Data %=10%, Evaluation=5-fold cross-validation2026.02 | 0.64 | |
| GPT-2Train Data %=5%, Evaluation=5-fold cross-validation2026.02 | 0.62 |