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Hierarchical clustering benchmark results for latest sklearn
==============================
Iteration 001 of 032
n_samples 01000; n_features 02
==============================
Single
Speed: 0.044s
Average
Speed: 0.021s
Complete
Speed: 0.014s
Ward
Speed: 0.016s
==============================
Iteration 002 of 032
n_samples 01000; n_features 10
==============================
Single
Speed: 0.008s
Average
Speed: 0.026s
Complete
Speed: 0.020s
Ward
Speed: 0.021s
==============================
Iteration 003 of 032
n_samples 01000; n_features 20
==============================
Single
Speed: 0.011s
Average
Speed: 0.023s
Complete
Speed: 0.022s
Ward
Speed: 0.026s
==============================
Iteration 004 of 032
n_samples 01000; n_features 50
==============================
Single
Speed: 0.023s
Average
Speed: 0.034s
Complete
Speed: 0.032s
Ward
Speed: 0.035s
==============================
Iteration 005 of 032
n_samples 03000; n_features 02
==============================
Single
Speed: 0.056s
Average
Speed: 0.248s
Complete
Speed: 0.155s
Ward
Speed: 0.233s
==============================
Iteration 006 of 032
n_samples 03000; n_features 10
==============================
Single
Speed: 0.072s
Average
Speed: 0.304s
Complete
Speed: 0.258s
Ward
Speed: 0.242s
==============================
Iteration 007 of 032
n_samples 03000; n_features 20
==============================
Single
Speed: 0.095s
Average
Speed: 0.262s
Complete
Speed: 0.247s
Ward
Speed: 0.260s
==============================
Iteration 008 of 032
n_samples 03000; n_features 50
==============================
Single
Speed: 0.203s
Average
Speed: 0.364s
Complete
Speed: 0.353s
Ward
Speed: 0.373s
==============================
Iteration 009 of 032
n_samples 05000; n_features 02
==============================
Single
Speed: 0.152s
Average
Speed: 0.674s
Complete
Speed: 0.448s
Ward
Speed: 0.501s
==============================
Iteration 010 of 032
n_samples 05000; n_features 10
==============================
Single
Speed: 0.186s
Average
Speed: 0.693s
Complete
Speed: 0.665s
Ward
Speed: 0.691s
==============================
Iteration 011 of 032
n_samples 05000; n_features 20
==============================
Single
Speed: 0.264s
Average
Speed: 0.775s
Complete
Speed: 0.723s
Ward
Speed: 0.750s
==============================
Iteration 012 of 032
n_samples 05000; n_features 50
==============================
Single
Speed: 0.553s
Average
Speed: 1.083s
Complete
Speed: 1.013s
Ward
Speed: 1.083s
==============================
Iteration 013 of 032
n_samples 07000; n_features 02
==============================
Single
Speed: 0.285s
Average
Speed: 1.323s
Complete
Speed: 1.012s
Ward
Speed: 1.145s
==============================
Iteration 014 of 032
n_samples 07000; n_features 10
==============================
Single
Speed: 0.355s
Average
Speed: 1.605s
Complete
Speed: 1.434s
Ward
Speed: 1.498s
==============================
Iteration 015 of 032
n_samples 07000; n_features 20
==============================
Single
Speed: 0.525s
Average
Speed: 1.762s
Complete
Speed: 1.606s
Ward
Speed: 1.719s
==============================
Iteration 016 of 032
n_samples 07000; n_features 50
==============================
Single
Speed: 1.210s
Average
Speed: 2.420s
Complete
Speed: 2.383s
Ward
Speed: 2.261s
==============================
Iteration 017 of 032
n_samples 09000; n_features 02
==============================
Single
Speed: 0.473s
Average
Speed: 1.836s
Complete
Speed: 1.702s
Ward
Speed: 1.935s
==============================
Iteration 018 of 032
n_samples 09000; n_features 10
==============================
Single
Speed: 0.591s
Average
Speed: 2.582s
Complete
Speed: 2.481s
Ward
Speed: 2.526s
==============================
Iteration 019 of 032
n_samples 09000; n_features 20
==============================
Single
Speed: 1.155s
Average
Speed: 2.917s
Complete
Speed: 2.763s
Ward
Speed: 2.852s
==============================
Iteration 020 of 032
n_samples 09000; n_features 50
==============================
Single
Speed: 1.869s
Average
Speed: 3.885s
Complete
Speed: 3.802s
Ward
Speed: 3.909s
==============================
Iteration 021 of 032
n_samples 11000; n_features 02
==============================
Single
Speed: 0.691s
Average
Speed: 3.402s
Complete
Speed: 2.763s
Ward
Speed: 2.961s
==============================
Iteration 022 of 032
n_samples 11000; n_features 10
==============================
Single
Speed: 0.889s
Average
Speed: 4.016s
Complete
Speed: 3.847s
Ward
Speed: 3.998s
==============================
Iteration 023 of 032
n_samples 11000; n_features 20
==============================
Single
Speed: 1.252s
Average
Speed: 4.503s
Complete
Speed: 4.245s
Ward
Speed: 4.386s
==============================
Iteration 024 of 032
n_samples 11000; n_features 50
==============================
Single
Speed: 2.929s
Average
Speed: 6.063s
Complete
Speed: 5.785s
Ward
Speed: 5.900s
==============================
Iteration 025 of 032
n_samples 13000; n_features 02
==============================
Single
Speed: 0.965s
Average
Speed: 4.038s
Complete
Speed: 3.654s
Ward
Speed: 4.244s
==============================
Iteration 026 of 032
n_samples 13000; n_features 10
==============================
Single
Speed: 1.232s
Average
Speed: 5.939s
Complete
Speed: 5.569s
Ward
Speed: 5.690s
==============================
Iteration 027 of 032
n_samples 13000; n_features 20
==============================
Single
Speed: 1.760s
Average
Speed: 6.444s
Complete
Speed: 6.133s
Ward
Speed: 6.277s
==============================
Iteration 028 of 032
n_samples 13000; n_features 50
==============================
Single
Speed: 4.282s
Average
Speed: 8.674s
Complete
Speed: 8.401s
Ward
Speed: 8.708s
==============================
Iteration 029 of 032
n_samples 15000; n_features 02
==============================
Single
Speed: 1.277s
Average
Speed: 6.112s
Complete
Speed: 5.098s
Ward
Speed: 5.893s
==============================
Iteration 030 of 032
n_samples 15000; n_features 10
==============================
Single
Speed: 1.647s
Average
Speed: 8.249s
Complete
Speed: 7.735s
Ward
Speed: 7.923s
==============================
Iteration 031 of 032
n_samples 15000; n_features 20
==============================
Single
Speed: 2.377s
Average
Speed: 8.998s
Complete
Speed: 8.559s
Ward
Speed: 8.826s
==============================
Iteration 032 of 032
n_samples 15000; n_features 50
==============================
Single
Speed: 5.874s
Average
Speed: 12.188s
Complete
Speed: 11.621s
Ward
Speed: 12.046s
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