際際滷shows by User: leodirac / http://www.slideshare.net/images/logo.gif 際際滷shows by User: leodirac / Thu, 22 Aug 2019 21:58:24 GMT 際際滷Share feed for 際際滷shows by User: leodirac Explaining ML models with geometric intuition /slideshow/explaining-ml-models-with-geometric-intuition-165675848/165675848 explainingmlmodelswithgeometricintuition-190822215824
How do you interpret and explain the results of a machine learning (ML) model? Provides a visual geometric explanation for feature importance with linear models. Dives into how colinearity makes this complicated, how the SHAP algorithm and Shapley values can overcome this. Expands to explaining non-linear models with locally accurate surrogate models as in the LIME algorithm.]]>
How do you interpret and explain the results of a machine learning (ML) model? Provides a visual geometric explanation for feature importance with linear models. Dives into how colinearity makes this complicated, how the SHAP algorithm and Shapley values can overcome this. Expands to explaining non-linear models with locally accurate surrogate models as in the LIME algorithm.]]> Thu, 22 Aug 2019 21:58:24 GMT /slideshow/explaining-ml-models-with-geometric-intuition-165675848/165675848 leodirac@slideshare.net(leodirac) Explaining ML models with geometric intuition leodirac How do you interpret and explain the results of a machine learning (ML) model? Provides a visual geometric explanation for feature importance with linear models. Dives into how colinearity makes this complicated, how the SHAP algorithm and Shapley values can overcome this. Expands to explaining non-linear models with locally accurate surrogate models as in the LIME algorithm. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/explainingmlmodelswithgeometricintuition-190822215824-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> How do you interpret and explain the results of a machine learning (ML) model? Provides a visual geometric explanation for feature importance with linear models. Dives into how colinearity makes this complicated, how the SHAP algorithm and Shapley values can overcome this. Expands to explaining non-linear models with locally accurate surrogate models as in the LIME algorithm.
Explaining ML models with geometric intuition from Leo Dirac
]]> 457 1 https://cdn.slidesharecdn.com/ss_thumbnails/explainingmlmodelswithgeometricintuition-190822215824-thumbnail.jpg?width=120&height=120&fit=bounds presentation Black http://activitystrea.ms/schema/1.0/post http://activitystrea.ms/schema/1.0/posted 0 Advanced Co-housing Techniques /slideshow/advanced-cohousing-techniques/6873126 leodirac-advancedco-housingignite-110210003940-phpapp02
Lessons from the trenches of a large group house. Advice on buying a house with friends and living with lots of people.]]>
Lessons from the trenches of a large group house. Advice on buying a house with friends and living with lots of people.]]> Thu, 10 Feb 2011 00:39:36 GMT /slideshow/advanced-cohousing-techniques/6873126 leodirac@slideshare.net(leodirac) Advanced Co-housing Techniques leodirac Lessons from the trenches of a large group house. Advice on buying a house with friends and living with lots of people. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/leodirac-advancedco-housingignite-110210003940-phpapp02-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Lessons from the trenches of a large group house. Advice on buying a house with friends and living with lots of people.
Advanced Co-housing Techniques from Leo Dirac
]]> 1337 2 https://cdn.slidesharecdn.com/ss_thumbnails/leodirac-advancedco-housingignite-110210003940-phpapp02-thumbnail.jpg?width=120&height=120&fit=bounds presentation Black http://activitystrea.ms/schema/1.0/post http://activitystrea.ms/schema/1.0/posted 0 5-minute primer on VC Term Sheets /slideshow/5minute-primer-on-vc-term-sheets/90610 5minute-primer-on-vc-term-sheets4516
A short introduction to Venture Capital Term Sheets, and in particular the concept of liquidation preferences. Leo Dirac's talk from Ignite Seattle 4. For more detail, see http://embracingchaos.com/business]]>
A short introduction to Venture Capital Term Sheets, and in particular the concept of liquidation preferences. Leo Dirac's talk from Ignite Seattle 4. For more detail, see http://embracingchaos.com/business]]> Sun, 12 Aug 2007 10:06:45 GMT /slideshow/5minute-primer-on-vc-term-sheets/90610 leodirac@slideshare.net(leodirac) 5-minute primer on VC Term Sheets leodirac A short introduction to Venture Capital Term Sheets, and in particular the concept of liquidation preferences. Leo Dirac's talk from Ignite Seattle 4. For more detail, see http://embracingchaos.com/business <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/5minute-primer-on-vc-term-sheets4516-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> A short introduction to Venture Capital Term Sheets, and in particular the concept of liquidation preferences. Leo Dirac&#39;s talk from Ignite Seattle 4. For more detail, see http://embracingchaos.com/business
5-minute primer on VC Term Sheets from Leo Dirac
]]> 26660 52 https://cdn.slidesharecdn.com/ss_thumbnails/5minute-primer-on-vc-term-sheets4516-thumbnail.jpg?width=120&height=120&fit=bounds presentation Black http://activitystrea.ms/schema/1.0/post http://activitystrea.ms/schema/1.0/posted 0 https://cdn.slidesharecdn.com/profile-photo-leodirac-48x48.jpg?cb=1566510779 I am deeply in love with my wife. I live in a big old house with lots of people that I like quite a lot. I believe software can change the world, and aim to do that with my life. I look forward to the robots taking over. https://cdn.slidesharecdn.com/ss_thumbnails/explainingmlmodelswithgeometricintuition-190822215824-thumbnail.jpg?width=320&height=320&fit=bounds slideshow/explaining-ml-models-with-geometric-intuition-165675848/165675848 Explaining ML models w... https://cdn.slidesharecdn.com/ss_thumbnails/leodirac-advancedco-housingignite-110210003940-phpapp02-thumbnail.jpg?width=320&height=320&fit=bounds slideshow/advanced-cohousing-techniques/6873126 Advanced Co-housing Te... https://cdn.slidesharecdn.com/ss_thumbnails/5minute-primer-on-vc-term-sheets4516-thumbnail.jpg?width=320&height=320&fit=bounds slideshow/5minute-primer-on-vc-term-sheets/90610 5-minute primer on VC ...