Add support for multiple loss functions in AADForest
#267Comparing
aad_loss_function
(8a6c272
) withmaster
(c78dece
)×18
- Improvement
- 46
- Untouched
- 5
No successful run was found on master ( b9ba72e) during the generation of this report, so c78dece was used instead as the comparison base. There might be some changes unrelated to this pull request in this report.
Benchmarks
51 total
test_benchmark_score_samples[4-64-32]
tests/test_isoforest.py×18
5,268.4 µs290.9 µs
test_benchmark_score_samples[4-128-32]
tests/test_isoforest.py×6.4
2,930.5 µs457.2 µs
test_benchmark_score_samples[4-256-32]
tests/test_isoforest.py×4.4
3,379.9 µs770.8 µs
test_benchmark_score_samples[2-128-32]
tests/test_isoforest.py×3
1,388.7 µs457.5 µs
test_benchmark_score_samples[1-128-1]
tests/test_isoforest.py×2.1
264.8 µs125.2 µs
test_benchmark_score_samples[2-64-1]
tests/test_isoforest.py×2.1
223.8 µs109 µs
test_benchmark_score_samples[1-64-1]
tests/test_isoforest.py×2
223.6 µs109.2 µs
test_benchmark_score_samples[4-64-1]
tests/test_isoforest.py×2
222 µs109 µs
test_benchmark_score_samples[2-64-32]
tests/test_isoforest.py+92%
558.6 µs291.1 µs
test_benchmark_score_samples[2-128-1]
tests/test_isoforest.py+90%
241.2 µs126.8 µs
test_benchmark_score_samples[4-128-1]
tests/test_isoforest.py+90%
240.7 µs126.6 µs
test_benchmark_score_samples[2-256-32]
tests/test_isoforest.py+81%
1,398.5 µs771.2 µs
test_benchmark_score_samples[1-256-1]
tests/test_isoforest.py+75%
276.2 µs157.6 µs
test_benchmark_score_samples[4-256-1]
tests/test_isoforest.py+75%
276.3 µs158.2 µs
test_benchmark_score_samples[2-256-1]
tests/test_isoforest.py+74%
276.1 µs158.6 µs
test_benchmark_score_samples[4-64-1024]
tests/test_isoforest.py+57%
7.5 ms4.8 ms
test_benchmark_score_sklearn[1024]
tests/test_isoforest.py+51%
37 ms24.5 ms
test_benchmark_score_samples[1-64-32]
tests/test_isoforest.py+47%
428.6 µs291.8 µs
test_benchmark_feature_signature[2]
tests/test_isoforest.py+36%
563.4 µs414.4 µs
test_benchmark_feature_signature[128]
tests/test_isoforest.py+36%
555.7 µs409.3 µs
test_benchmark_score_samples[1-128-32]
tests/test_isoforest.py+35%
614.1 µs456 µs
test_benchmark_score_samples[4-128-1024]
tests/test_isoforest.py+32%
11 ms8.3 ms
test_benchmark_score_samples[4-256-1024]
tests/test_isoforest.py+31%
19.7 ms15 ms
test_benchmark_fit_known
tests/test_aadforest.py+30%
266.8 ms205.6 ms
test_benchmark_score_samples[1-256-32]
tests/test_isoforest.py+27%
978.7 µs771.3 µs
Commits
Click on a commit to change the comparison rangeBase
master
c78dece
×18
[WIP] Initial implementation for AADCrossEntropyEvaluator
2b74f34
7 months ago
by matwey+2.26%
[pre-commit.ci] auto fixes from pre-commit.com hooks
8a6c272
7 months ago
by pre-commit-ci[bot]