diff options
Diffstat (limited to 'docs/source/auto_examples/plot_WDA.rst')
| -rw-r--r-- | docs/source/auto_examples/plot_WDA.rst | 76 |
1 files changed, 57 insertions, 19 deletions
diff --git a/docs/source/auto_examples/plot_WDA.rst b/docs/source/auto_examples/plot_WDA.rst index 8c9ee29..a0c3389 100644 --- a/docs/source/auto_examples/plot_WDA.rst +++ b/docs/source/auto_examples/plot_WDA.rst @@ -10,7 +10,7 @@ Wasserstein Discriminant Analysis This example illustrate the use of WDA as proposed in [11]. -[11] Flamary, R., Cuturi, M., Courty, N., & Rakotomamonjy, A. (2016). +[11] Flamary, R., Cuturi, M., Courty, N., & Rakotomamonjy, A. (2016). Wasserstein Discriminant Analysis. @@ -150,23 +150,61 @@ Compute Wasserstein Discriminant Analysis Compiling cost function... Computing gradient of cost function... iter cost val grad. norm - 1 +7.7038877420882157e-01 6.30647522e-01 - 2 +3.3969600919721271e-01 2.83791849e-01 - 3 +3.0014000762425608e-01 2.56139137e-01 - 4 +2.3397191702411621e-01 6.41134216e-02 - 5 +2.3107227220070231e-01 2.24837190e-02 - 6 +2.3072327156158298e-01 1.71334761e-03 - 7 +2.3072143589220098e-01 6.30059431e-04 - 8 +2.3072133109125159e-01 4.88673790e-04 - 9 +2.3072119579341774e-01 1.74129117e-04 - 10 +2.3072118662364521e-01 1.27046386e-04 - 11 +2.3072118228917746e-01 9.70877451e-05 - 12 +2.3072117734120351e-01 4.17292699e-05 - 13 +2.3072117623493599e-01 4.46062100e-06 - 14 +2.3072117622383431e-01 1.59801454e-06 - 15 +2.3072117622300498e-01 1.12117391e-06 - 16 +2.3072117622220378e-01 4.14581994e-08 - Terminated - min grad norm reached after 16 iterations, 7.77 seconds. + 1 +8.6305817354868675e-01 4.10110152e-01 + 2 +4.6939060757969131e-01 2.98553763e-01 + 3 +4.2106314200107775e-01 1.48552668e-01 + 4 +4.1376389458568069e-01 1.12319011e-01 + 5 +4.0984854988792835e-01 1.01126129e-01 + 6 +4.0415292614140025e-01 3.90875165e-02 + 7 +4.0297967887432584e-01 2.73716014e-02 + 8 +4.0252319029045258e-01 3.76498956e-02 + 9 +4.0158635935184972e-01 1.31986577e-02 + 10 +4.0118906894272482e-01 3.40307273e-02 + 11 +4.0052579694802176e-01 7.79567347e-03 + 12 +4.0049330810825384e-01 9.77921941e-03 + 13 +4.0042500151972926e-01 4.63602913e-03 + 14 +4.0031705300038767e-01 1.69742018e-02 + 15 +4.0013705338124350e-01 7.40310798e-03 + 16 +4.0006224569843946e-01 1.08829949e-02 + 17 +3.9998280287782945e-01 1.25733450e-02 + 18 +3.9986405111843215e-01 1.05626807e-02 + 19 +3.9974905002724365e-01 9.93566406e-03 + 20 +3.9971323753531823e-01 2.21199533e-02 + 21 +3.9958582328238779e-01 1.73335808e-02 + 22 +3.9937139582811110e-01 1.09182412e-02 + 23 +3.9923748818499571e-01 1.77304913e-02 + 24 +3.9900530515251881e-01 1.15381586e-02 + 25 +3.9883316307006128e-01 1.80225446e-02 + 26 +3.9860317631835845e-01 1.65011032e-02 + 27 +3.9852130309759393e-01 2.81245689e-02 + 28 +3.9824281033694675e-01 2.01114810e-02 + 29 +3.9799657608114836e-01 2.66040929e-02 + 30 +3.9746233677210713e-01 1.45779937e-02 + 31 +3.9671794378467928e-01 4.27487207e-02 + 32 +3.9573357685391913e-01 2.20071520e-02 + 33 +3.9536725156297214e-01 2.00817458e-02 + 34 +3.9515994339814914e-01 3.81472315e-02 + 35 +3.9448966390371887e-01 2.52129049e-02 + 36 +3.9351423238681266e-01 5.60677866e-02 + 37 +3.9082703288308568e-01 4.26859586e-02 + 38 +3.7139409489868136e-01 1.26067835e-01 + 39 +2.8085932518253526e-01 1.70133509e-01 + 40 +2.7330384726281814e-01 1.95523507e-01 + 41 +2.4806985554269162e-01 1.31192016e-01 + 42 +2.3748356968454920e-01 8.71616829e-02 + 43 +2.3501927152342389e-01 7.02789537e-02 + 44 +2.3183578112546338e-01 2.62025296e-02 + 45 +2.3154208568082749e-01 1.67845346e-02 + 46 +2.3139316710346300e-01 8.27285074e-03 + 47 +2.3136034106523354e-01 4.64818210e-03 + 48 +2.3134548827742521e-01 4.53144806e-04 + 49 +2.3134540503271503e-01 2.91010390e-04 + 50 +2.3134535764073319e-01 1.25662481e-04 + 51 +2.3134534692621381e-01 1.24751216e-05 + 52 +2.3134534685831357e-01 7.44008265e-06 + 53 +2.3134534684658337e-01 6.16933546e-06 + 54 +2.3134534682129679e-01 5.12152219e-07 + Terminated - min grad norm reached after 54 iterations, 24.53 seconds. Plot 2D projections @@ -218,7 +256,7 @@ Plot 2D projections -**Total running time of the script:** ( 0 minutes 8.568 seconds) +**Total running time of the script:** ( 0 minutes 25.326 seconds) |