[GitHub] spark issue #13440: [SPARK-15699] [ML] Implement a Chi-Squared test statisti...
Github user erikerlandson commented on the issue: https://github.com/apache/spark/pull/13440 update - I'm consulting with some teammates about what it might mean to also support Bayesian variations on split quality, since there has been a lot of interest in the last few years regarding Bayesian alternatives to more traditional p-value based statistics. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #13440: [SPARK-15699] [ML] Implement a Chi-Squared test statisti...
Github user erikerlandson commented on the issue: https://github.com/apache/spark/pull/13440 I think targeting 3.0 with a refactor makes the most sense. There's no way to do this without making small breaking changes, but slightly larger changes could clean up the design. `ImpurityCalculator` can subsume `Impurity`, and a more general rethinking of gain and impurity can be accommodated too. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #13440: [SPARK-15699] [ML] Implement a Chi-Squared test statisti...
Github user srowen commented on the issue: https://github.com/apache/spark/pull/13440 Yeah I take your point that the trait Impurity already defines two methods, only one of which is implemented for each of the subclasses. It's already a funky design that probably should have been generalized differently. I think a rewrite for Spark 3 would be worthwhile, personally. I'm also not quite sure of the difference between the Impurity and ImpurityCalculator class; it seems like Impurity should fold into ImpurityCalculator. Is the single method we really want to define something like `computeInformationGain(ImpurityCalculator, ImpurityCalculator)`? even the new method you've added is not directly computing info gain, nor were the existing ones in Impurity. But that's the thing we need and abstraction for over several implementations, it seems. Well, I think either this gets a bigger redesign in 3.0, or we try to get it into 2.5 and accept some API changes. I think I lean towards a bolder breaking change to fix it up in 3.0, unless there's a pressing need for this metric. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #13440: [SPARK-15699] [ML] Implement a Chi-Squared test statisti...
Github user willb commented on the issue: https://github.com/apache/spark/pull/13440 @srowen @thunterdb this PR passes all tests and merges cleanly -- can you take another look? It's been open for quite a while now. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user jsigee87 commented on the issue: https://github.com/apache/spark/pull/13440 Is this still being considered? --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user willb commented on the issue: https://github.com/apache/spark/pull/13440 I agree with @felixcheung -- @srowen or @thunterdb, can you take a look at this? --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user felixcheung commented on the issue: https://github.com/apache/spark/pull/13440 @srowen @thunterdb any more thoughts on this? how about @sethah @yanboliang @jkbradley? --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #13440: [SPARK-15699] [ML] Implement a Chi-Squared test statisti...
Github user erikerlandson commented on the issue: https://github.com/apache/spark/pull/13440 @srowen I discuss some of these questions in the [blog post](http://erikerlandson.github.io/blog/2016/05/26/measuring-decision-tree-split-quality-with-test-statistic-p-values/), but the tl/dr is that split quality measures based on statistical tests having p-values are in some senses "less arbitrary." Specifying a p-value as a split quality halting condition has essentially the same semantic regardless of the test. Most such tests also intrinsically take into account decreasing population sizes. As the the splitting progresses and population sizes decrease, it inherently takes a larger and larger population difference to meet the p-value threshold. On the more pragmatic side, in that post I also demonstrate chi-squared split quality generating a more parsimonious tree than other metrics, which does a better job at ignoring poor quality features. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #13440: [SPARK-15699] [ML] Implement a Chi-Squared test statisti...
Github user srowen commented on the issue: https://github.com/apache/spark/pull/13440 I've not seen chi squared used as a split statistic; when is it theoretically better than entropy? Or something a bit more fundamental like KL divergence? It makes some sense but does require some assumption about the data --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user HyukjinKwon commented on the issue: https://github.com/apache/spark/pull/13440 I don't have ML knowledge enough to review this. I can cc ML committer guys who I can guess have some expertise from git blame but I hope there are some sign-offs left here from some guys here ahead. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user willb commented on the issue: https://github.com/apache/spark/pull/13440 @HyukjinKwon @thunterdb can you all take a look at this? It's been under review for quite a long time! --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user erikerlandson commented on the issue: https://github.com/apache/spark/pull/13440 rebased to latest head of master --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user willb commented on the issue: https://github.com/apache/spark/pull/13440 @thunterdb can you take a look at this now that 2.2 is out? --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user erikerlandson commented on the issue: https://github.com/apache/spark/pull/13440 Ready for review --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user erikerlandson commented on the issue: https://github.com/apache/spark/pull/13440 @thunterdb this is ready for any further review --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user erikerlandson commented on the issue: https://github.com/apache/spark/pull/13440 @thunterdb patch is clean again. @HyukjinKwon found my problem. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user erikerlandson commented on the issue: https://github.com/apache/spark/pull/13440 @thunterdb still can't diagnose what the source of this "fails to generate doc" error is. I don't see anything wrong with the scaladoc. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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[GitHub] spark issue #13440: [SPARK-15699] [ML] Implement a Chi-Squared test statisti...
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Github user erikerlandson commented on the issue: https://github.com/apache/spark/pull/13440 @thunterdb not sure what is failing in the CI. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user erikerlandson commented on the issue: https://github.com/apache/spark/pull/13440 @thunterdb apologize for the latency. I removed the default method defs and rebased --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user wangmiao1981 commented on the issue: https://github.com/apache/spark/pull/13440 @thunterdb Can you take a look? Thanks! --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user shaneknapp commented on the issue: https://github.com/apache/spark/pull/13440 test this please --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user wangmiao1981 commented on the issue: https://github.com/apache/spark/pull/13440 @erikerlandson I am just helping clearing the stale PRs. :) I have no idea whether they have intention to accept it. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user shaneknapp commented on the issue: https://github.com/apache/spark/pull/13440 i stopped the build as i need to restart jenkins... i'll retrigger this when we're back up and running. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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[GitHub] spark issue #13440: [SPARK-15699] [ML] Implement a Chi-Squared test statisti...
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[GitHub] spark issue #13440: [SPARK-15699] [ML] Implement a Chi-Squared test statisti...
Github user erikerlandson commented on the issue: https://github.com/apache/spark/pull/13440 Hi @wangmiao1981, I am still interested in this, but I don't have any sense about whether upstream has any interest. Does upstream have any intention to accept it? --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #13440: [SPARK-15699] [ML] Implement a Chi-Squared test statisti...
Github user wangmiao1981 commented on the issue: https://github.com/apache/spark/pull/13440 @erikerlandson Are you still working on this PR? Thanks! Miao --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #13440: [SPARK-15699] [ML] Implement a Chi-Squared test statisti...
Github user erikerlandson commented on the issue: https://github.com/apache/spark/pull/13440 @holdenk @jkbradley looks like it's clean again --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #13440: [SPARK-15699] [ML] Implement a Chi-Squared test statisti...
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[GitHub] spark issue #13440: [SPARK-15699] [ML] Implement a Chi-Squared test statisti...
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[GitHub] spark issue #13440: [SPARK-15699] [ML] Implement a Chi-Squared test statisti...
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[GitHub] spark issue #13440: [SPARK-15699] [ML] Implement a Chi-Squared test statisti...
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[GitHub] spark issue #13440: [SPARK-15699] [ML] Implement a Chi-Squared test statisti...
Github user erikerlandson commented on the issue: https://github.com/apache/spark/pull/13440 test this please --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #13440: [SPARK-15699] [ML] Implement a Chi-Squared test statisti...
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[GitHub] spark issue #13440: [SPARK-15699] [ML] Implement a Chi-Squared test statisti...
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[GitHub] spark issue #13440: [SPARK-15699] [ML] Implement a Chi-Squared test statisti...
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[GitHub] spark issue #13440: [SPARK-15699] [ML] Implement a Chi-Squared test statisti...
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[GitHub] spark issue #13440: [SPARK-15699] [ML] Implement a Chi-Squared test statisti...
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[GitHub] spark issue #13440: [SPARK-15699] [ML] Implement a Chi-Squared test statisti...
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[GitHub] spark issue #13440: [SPARK-15699] [ML] Implement a Chi-Squared test statisti...
Github user erikerlandson commented on the issue: https://github.com/apache/spark/pull/13440 @holdenk yes, I'll rebase it this week. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #13440: [SPARK-15699] [ML] Implement a Chi-Squared test statisti...
Github user holdenk commented on the issue: https://github.com/apache/spark/pull/13440 Is this something your still working on? If so it would be good to merge in the latest master. We can also check with @jkbradley to see if he has some review bandwidth. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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