Prediction of the methane deliverable capacity (in-dataset)#
Task description#
MOFs might find use for gas storage, e.g. of methane. The relevant performance indicator is known as the deliverable capacity, which is the difference between the loading at the (high) pressure at which the material is charged and the loading at the (low) pressure at which the material is discharged.
Overview#
Leaderboard#
ID |
Name |
Mean Squared Error |
Mean Absolute Error |
R2 Score |
Max Error |
Top 50 In Top 50 |
Top 100 In Top 100 |
|---|---|---|---|---|---|---|---|
default-xgboost-default-feat |
343.66 |
14.23 |
0.89 |
72.49 |
0 |
0 |
|
dummy-mean-model |
3203.41 |
47.52 |
-0.0 |
140.19 |
0 |
0 |
|
dummy-median-model |
3207.75 |
47.56 |
-0.01 |
137.25 |
0 |
0 |