regression
Papers
No papers found.
All datasetsCalifornia Housing PricesConcrete Compressive StrengthMedical Cost Personal DatasetSynthetic: y = x * sin xADORECar_Price_Prediction
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Neural Network | R2 Score | 0.79 | — | Unverified |
| 2 | Baseline Regression | R2 Score | 0.58 | — | Unverified |
| 3 | Mimic / Surrogate | R2 Score | 0.57 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Neural Network | R2 Score | 0.86 | — | Unverified |
| 2 | Baseline Regression | R2 Score | 0.59 | — | Unverified |
| 3 | Mimic / Surrogate | R2 Score | 0.58 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Neural Network | R2 Score | 0.87 | — | Unverified |
| 2 | Baseline Regression | R2 Score | 0.78 | — | Unverified |
| 3 | Mimic / Surrogate | R2 Score | 0.78 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Neural Network | R2 Score | 0.98 | — | Unverified |
| 2 | Baseline Regression | R2 Score | -0.01 | — | Unverified |
| 3 | Mimic / Surrogate | R2 Score | -0.01 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | XGBoost-MACCS | micro-averaged RMSE | 0.93 | — | Unverified |
| 2 | RF-ToxPrint | chemical macro-average RMSE | 0.85 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Linear and Decision Tree Regression | R Squared | 86.84 | — | Unverified |