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Hierarchical clustering benchmark results for base sklearn
==============================
Iteration 001 of 032
n_samples 01000; n_features 02
==============================
Single
Speed: 0.025s
Average
Speed: 0.017s
Complete
Speed: 0.015s
Ward
Speed: 0.016s
==============================
Iteration 002 of 032
n_samples 01000; n_features 10
==============================
Single
Speed: 0.010s
Average
Speed: 0.020s
Complete
Speed: 0.018s
Ward
Speed: 0.019s
==============================
Iteration 003 of 032
n_samples 01000; n_features 20
==============================
Single
Speed: 0.012s
Average
Speed: 0.023s
Complete
Speed: 0.037s
Ward
Speed: 0.031s
==============================
Iteration 004 of 032
n_samples 01000; n_features 50
==============================
Single
Speed: 0.025s
Average
Speed: 0.038s
Complete
Speed: 0.034s
Ward
Speed: 0.034s
==============================
Iteration 005 of 032
n_samples 03000; n_features 02
==============================
Single
Speed: 0.100s
Average
Speed: 0.185s
Complete
Speed: 0.155s
Ward
Speed: 0.183s
==============================
Iteration 006 of 032
n_samples 03000; n_features 10
==============================
Single
Speed: 0.110s
Average
Speed: 0.237s
Complete
Speed: 0.224s
Ward
Speed: 0.248s
==============================
Iteration 007 of 032
n_samples 03000; n_features 20
==============================
Single
Speed: 0.169s
Average
Speed: 0.395s
Complete
Speed: 0.278s
Ward
Speed: 0.283s
==============================
Iteration 008 of 032
n_samples 03000; n_features 50
==============================
Single
Speed: 0.230s
Average
Speed: 0.381s
Complete
Speed: 0.457s
Ward
Speed: 0.370s
==============================
Iteration 009 of 032
n_samples 05000; n_features 02
==============================
Single
Speed: 0.343s
Average
Speed: 0.518s
Complete
Speed: 0.441s
Ward
Speed: 0.518s
==============================
Iteration 010 of 032
n_samples 05000; n_features 10
==============================
Single
Speed: 0.283s
Average
Speed: 0.724s
Complete
Speed: 0.657s
Ward
Speed: 0.771s
==============================
Iteration 011 of 032
n_samples 05000; n_features 20
==============================
Single
Speed: 0.411s
Average
Speed: 0.847s
Complete
Speed: 0.757s
Ward
Speed: 0.910s
==============================
Iteration 012 of 032
n_samples 05000; n_features 50
==============================
Single
Speed: 0.664s
Average
Speed: 1.065s
Complete
Speed: 1.045s
Ward
Speed: 1.112s
==============================
Iteration 013 of 032
n_samples 07000; n_features 02
==============================
Single
Speed: 0.693s
Average
Speed: 1.270s
Complete
Speed: 1.085s
Ward
Speed: 1.225s
==============================
Iteration 014 of 032
n_samples 07000; n_features 10
==============================
Single
Speed: 0.628s
Average
Speed: 1.710s
Complete
Speed: 1.448s
Ward
Speed: 1.532s
==============================
Iteration 015 of 032
n_samples 07000; n_features 20
==============================
Single
Speed: 0.801s
Average
Speed: 2.058s
Complete
Speed: 1.908s
Ward
Speed: 2.074s
==============================
Iteration 016 of 032
n_samples 07000; n_features 50
==============================
Single
Speed: 1.696s
Average
Speed: 2.528s
Complete
Speed: 2.305s
Ward
Speed: 2.868s
==============================
Iteration 017 of 032
n_samples 09000; n_features 02
==============================
Single
Speed: 1.076s
Average
Speed: 1.973s
Complete
Speed: 2.135s
Ward
Speed: 2.444s
==============================
Iteration 018 of 032
n_samples 09000; n_features 10
==============================
Single
Speed: 1.085s
Average
Speed: 3.080s
Complete
Speed: 2.601s
Ward
Speed: 3.324s
==============================
Iteration 019 of 032
n_samples 09000; n_features 20
==============================
Single
Speed: 2.559s
Average
Speed: 4.747s
Complete
Speed: 5.338s
Ward
Speed: 3.149s
==============================
Iteration 020 of 032
n_samples 09000; n_features 50
==============================
Single
Speed: 2.561s
Average
Speed: 4.219s
Complete
Speed: 4.038s
Ward
Speed: 4.692s
==============================
Iteration 021 of 032
n_samples 11000; n_features 02
==============================
Single
Speed: 1.590s
Average
Speed: 3.168s
Complete
Speed: 2.894s
Ward
Speed: 3.921s
==============================
Iteration 022 of 032
n_samples 11000; n_features 10
==============================
Single
Speed: 1.602s
Average
Speed: 4.530s
Complete
Speed: 4.517s
Ward
Speed: 4.551s
==============================
Iteration 023 of 032
n_samples 11000; n_features 20
==============================
Single
Speed: 1.951s
Average
Speed: 6.224s
Complete
Speed: 4.262s
Ward
Speed: 4.559s
==============================
Iteration 024 of 032
n_samples 11000; n_features 50
==============================
Single
Speed: 3.456s
Average
Speed: 6.082s
Complete
Speed: 5.919s
Ward
Speed: 6.007s
==============================
Iteration 025 of 032
n_samples 13000; n_features 02
==============================
Single
Speed: 1.746s
Average
Speed: 4.118s
Complete
Speed: 3.683s
Ward
Speed: 4.140s
==============================
Iteration 026 of 032
n_samples 13000; n_features 10
==============================
Single
Speed: 2.185s
Average
Speed: 5.891s
Complete
Speed: 5.650s
Ward
Speed: 5.812s
==============================
Iteration 027 of 032
n_samples 13000; n_features 20
==============================
Single
Speed: 2.689s
Average
Speed: 6.613s
Complete
Speed: 6.186s
Ward
Speed: 6.547s
==============================
Iteration 028 of 032
n_samples 13000; n_features 50
==============================
Single
Speed: 4.907s
Average
Speed: 10.386s
Complete
Speed: 9.543s
Ward
Speed: 8.785s
==============================
Iteration 029 of 032
n_samples 15000; n_features 02
==============================
Single
Speed: 2.307s
Average
Speed: 7.505s
Complete
Speed: 5.034s
Ward
Speed: 5.756s
==============================
Iteration 030 of 032
n_samples 15000; n_features 10
==============================
Single
Speed: 2.879s
Average
Speed: 8.232s
Complete
Speed: 7.387s
Ward
Speed: 7.722s
==============================
Iteration 031 of 032
n_samples 15000; n_features 20
==============================
Single
Speed: 3.578s
Average
Speed: 9.048s
Complete
Speed: 8.484s
Ward
Speed: 8.794s
==============================
Iteration 032 of 032
n_samples 15000; n_features 50
==============================
Single
Speed: 6.617s
Average
Speed: 12.161s
Complete
Speed: 11.725s
Ward
Speed: 12.070s
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