All-variables main effect estimation on Synthetic Unif[0, 1]^p n=500 (train)
0.056Mean Wall-Clock Time (s)ALE
Evaluation Results
| Method | Links | |
|---|---|---|
| ALEp=2, n=500, K=40, delta=one bin width, Backbone=1-NN, Hardware=Intel Xeon Platinum 83582025.10 | 0.056 | |
| A2D2Ep=2, n=500, K=40, delta=one bin width, Backbone=1-NN, Vertex Caching=true, Hardware=Intel Xeon Platinum 83582025.10 | 0.071 | |
| ALEp=3, n=500, K=40, delta=one bin width, Backbone=1-NN, Hardware=Intel Xeon Platinum 83582025.10 | 0.084 | |
| A2D2Ep=3, n=500, K=40, delta=one bin width, Backbone=1-NN, Vertex Caching=true, Hardware=Intel Xeon Platinum 83582025.10 | 0.089 | |
| ALEp=4, n=500, K=40, delta=one bin width, Backbone=1-NN, Hardware=Intel Xeon Platinum 83582025.10 | 0.112 | |
| PDp=2, n=500, K=40, delta=one bin width, Backbone=1-NN, Hardware=Intel Xeon Platinum 83582025.10 | 0.122 | |
| A2D2Ep=4, n=500, K=40, delta=one bin width, Backbone=1-NN, Vertex Caching=true, Hardware=Intel Xeon Platinum 83582025.10 | 0.132 | |
| ALEp=5, n=500, K=40, delta=one bin width, Backbone=1-NN, Hardware=Intel Xeon Platinum 83582025.10 | 0.14 | |
| PDp=3, n=500, K=40, delta=one bin width, Backbone=1-NN, Hardware=Intel Xeon Platinum 83582025.10 | 0.183 | |
| A2D2Ep=5, n=500, K=40, delta=one bin width, Backbone=1-NN, Vertex Caching=true, Hardware=Intel Xeon Platinum 83582025.10 | 0.213 | |
| ALEp=8, n=500, K=40, delta=one bin width, Backbone=1-NN, Hardware=Intel Xeon Platinum 83582025.10 | 0.224 | |
| PDp=4, n=500, K=40, delta=one bin width, Backbone=1-NN, Hardware=Intel Xeon Platinum 83582025.10 | 0.244 | |
| PDp=5, n=500, K=40, delta=one bin width, Backbone=1-NN, Hardware=Intel Xeon Platinum 83582025.10 | 0.305 | |
| PDp=8, n=500, K=40, delta=one bin width, Backbone=1-NN, Hardware=Intel Xeon Platinum 83582025.10 | 0.488 | |
| A2D2Ep=8, n=500, K=40, delta=one bin width, Backbone=1-NN, Vertex Caching=true, Hardware=Intel Xeon Platinum 83582025.10 | 0.645 |