No successful run was found on master (a710f8d) 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
Skipped (4)
Improved
test_benchmark_score_samples[4-64-32]
tests/test_isoforest.py
×18
5,268.4 µs294.2 µs
test_benchmark_score_samples[4-128-32]
tests/test_isoforest.py
×6.4
2,930.5 µs457.9 µs
test_benchmark_score_samples[4-256-32]
tests/test_isoforest.py
×4.4
3,379.9 µs774.2 µs
test_benchmark_score_samples[2-128-32]
tests/test_isoforest.py
×3
1,388.7 µs458.1 µs
test_benchmark_fit_known
tests/test_aadforest.py
×2.9
266.8 ms92 ms
test_benchmark_score_samples[1-128-1]
tests/test_isoforest.py
×2.1
264.8 µs128.8 µs
test_benchmark_score_samples[2-64-1]
tests/test_isoforest.py
×2
223.8 µs111 µs
test_benchmark_score_samples[4-64-1]
tests/test_isoforest.py
×2
222 µs110.9 µs
test_benchmark_score_samples[1-64-1]
tests/test_isoforest.py
+100%
223.6 µs112 µs
test_benchmark_score_samples[2-64-32]
tests/test_isoforest.py
+90%
558.6 µs293.7 µs
test_benchmark_score_samples[4-128-1]
tests/test_isoforest.py
+88%
240.7 µs128.1 µs
test_benchmark_score_samples[2-128-1]
tests/test_isoforest.py
+88%
241.2 µs128.5 µs
test_benchmark_score_samples[2-256-32]
tests/test_isoforest.py
+81%
1,398.5 µs774.5 µs
test_benchmark_score_samples[4-256-1]
tests/test_isoforest.py
+72%
276.3 µs160.5 µs
test_benchmark_score_samples[2-256-1]
tests/test_isoforest.py
+72%
276.1 µs160.9 µs
test_benchmark_score_samples[1-256-1]
tests/test_isoforest.py
+71%
276.2 µs161.1 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
+50%
37 ms24.7 ms
test_benchmark_score_samples[1-64-32]
tests/test_isoforest.py
+46%
428.6 µs294.3 µs
test_benchmark_feature_signature[2]
tests/test_isoforest.py
+36%
563.4 µs415.3 µs
test_benchmark_feature_signature[128]
tests/test_isoforest.py
+36%
555.7 µs409.7 µs
test_benchmark_score_samples[1-128-32]
tests/test_isoforest.py
+34%
614.1 µs458.4 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 ms15.1 ms
test_benchmark_score_samples[1-256-32]
tests/test_isoforest.py
+26%
978.7 µs775.4 µs
test_benchmark_score_samples[2-64-1024]
tests/test_isoforest.py
+25%
6 ms4.8 ms
test_benchmark_score_samples[2-256-1024]
tests/test_isoforest.py
+23%
18.5 ms15.1 ms
test_benchmark_score_samples[2-128-1024]
tests/test_isoforest.py
+22%
10.1 ms8.3 ms
test_benchmark_score[1024]
tests/test_isoforest.py
+22%
8.5 ms7 ms
test_benchmark_score[1048576]
tests/test_isoforest.py
+21%
8.4 s6.9 s
test_benchmark_score_samples[1-256-1024]
tests/test_isoforest.py
+20%
18 ms15.1 ms
test_benchmark_score_samples[1-256-1048576]
tests/test_isoforest.py
+19%
17.9 s15 s
test_benchmark_score_samples[1-128-1024]
tests/test_isoforest.py
+19%
9.8 ms8.3 ms
test_benchmark_score_samples[1-128-1048576]
tests/test_isoforest.py
+18%
9.7 s8.3 s
test_benchmark_score_samples[1-64-1024]
tests/test_isoforest.py
+17%
5.6 ms4.8 ms
test_benchmark_fit_sklearn[1024]
tests/test_isoforest.py
+17%
5.3 s4.5 s
test_benchmark_fit_sklearn[128]
tests/test_isoforest.py
+17%
668.1 ms570.3 ms
test_benchmark_score_samples[1-64-1048576]
tests/test_isoforest.py
+15%
5.5 s4.7 s
test_benchmark_score_samples[4-256-1048576]
tests/test_isoforest.py
+12%
17.9 s16 s
test_benchmark_score_samples[2-256-1048576]
tests/test_isoforest.py
+12%
17.9 s16 s
test_benchmark_score_samples[4-128-1048576]
tests/test_isoforest.py
+11%
9.7 s8.8 s
test_benchmark_score_samples[2-128-1048576]
tests/test_isoforest.py
+11%
9.7 s8.8 s
Passed
test_benchmark_score_samples[4-64-1048576]
tests/test_isoforest.py
+10%
5.5 s5 s
test_benchmark_score_samples[2-64-1048576]
tests/test_isoforest.py
+10%
5.5 s5 s
test_benchmark_fit[128]
tests/test_isoforest.py
+8%
491.1 ms453.3 ms
test_benchmark_fit[1024]
tests/test_isoforest.py
+8%
4 s3.7 s
test_benchmark_score_sklearn[1048576]
tests/test_isoforest.py
-4%
18.3 s19.1 s
Commits
Click on a commit to change the comparison range
Base
master
c78dece
×18
Add prior_influence parameter to the loss function LaTeX