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[MNT] Fix RDST CI failure and slow down
Reference Issues/PRs
Part1 to Fixes #2071
What does this implement/fix? Explain your changes.
Remove distance argument from RDST, uniformize dtypes, use of strides (view of the original array), add new random generator API instead of old one.
Current results on this branch (original train test split) :
Name | Acc | time |
---|---|---|
ACSF1 | 0.92 | 8.253568 |
Adiac | 0.7161125319693095 | 4.220171 |
AllGestureWiimoteX | 0.7242857142857143 | 11.283452 |
AllGestureWiimoteY | 0.7157142857142857 | 15.981344 |
AllGestureWiimoteZ | 0.6757142857142857 | 13.106202 |
ArrowHead | 0.8571428571428571 | 1.481234 |
ArticularyWordRecognition | 0.9966666666666667 | 16.601666 |
AtrialFibrillation | 0.2 | 1.490244 |
BME | 0.9933333333333333 | 0.842719 |
BasicMotions | 1.0 | 1.438721 |
Beef | 0.8333333333333334 | 1.08501 |
BeetleFly | 0.95 | 0.96993 |
BirdChicken | 0.9 | 1.009865 |
Current results on main (original train test split) :
Name | Acc | time |
---|---|---|
ACSF1 | 0.93 | 33.765473 |
Adiac | 0.7340153452685422 | 12.60369 |
AllGestureWiimoteX | 0.7128571428571429 | 38.506022 |
AllGestureWiimoteY | 0.71 | 38.440987 |
AllGestureWiimoteZ | 0.69 | 38.416986 |
ArrowHead | 0.8628571428571429 | 4.390125 |
ArticularyWordRecognition | 0.9933333333333333 | 33.320754 |
AtrialFibrillation | 0.2 | 3.248225 |
BME | 0.9933333333333333 | 2.330296 |
BasicMotions | 1.0 | 2.900055 |
Beef | 0.8666666666666667 | 2.638048 |
BeetleFly | 0.95 | 2.430503 |
BirdChicken | 0.9 | 2.444238 |