Return-Path: X-Original-To: apmail-flink-issues-archive@minotaur.apache.org Delivered-To: apmail-flink-issues-archive@minotaur.apache.org Received: from mail.apache.org (hermes.apache.org [140.211.11.3]) by minotaur.apache.org (Postfix) with SMTP id DC84218B36 for ; Thu, 21 Jan 2016 10:24:57 +0000 (UTC) Received: (qmail 97803 invoked by uid 500); 21 Jan 2016 10:24:57 -0000 Delivered-To: apmail-flink-issues-archive@flink.apache.org Received: (qmail 97754 invoked by uid 500); 21 Jan 2016 10:24:57 -0000 Mailing-List: contact issues-help@flink.apache.org; run by ezmlm Precedence: bulk List-Help: List-Unsubscribe: List-Post: List-Id: Reply-To: dev@flink.apache.org Delivered-To: mailing list issues@flink.apache.org Received: (qmail 97745 invoked by uid 99); 21 Jan 2016 10:24:57 -0000 Received: from Unknown (HELO spamd3-us-west.apache.org) (209.188.14.142) by apache.org (qpsmtpd/0.29) with ESMTP; Thu, 21 Jan 2016 10:24:57 +0000 Received: from localhost (localhost [127.0.0.1]) by spamd3-us-west.apache.org (ASF Mail Server at spamd3-us-west.apache.org) with ESMTP id 615DA18050E for ; Thu, 21 Jan 2016 10:24:57 +0000 (UTC) X-Virus-Scanned: Debian amavisd-new at spamd3-us-west.apache.org X-Spam-Flag: NO X-Spam-Score: 0.447 X-Spam-Level: X-Spam-Status: No, score=0.447 tagged_above=-999 required=6.31 tests=[KAM_LAZY_DOMAIN_SECURITY=1, RP_MATCHES_RCVD=-0.554, URIBL_BLOCKED=0.001] autolearn=disabled Received: from mx1-us-west.apache.org ([10.40.0.8]) by localhost (spamd3-us-west.apache.org [10.40.0.10]) (amavisd-new, port 10024) with ESMTP id DCXqbpLFc0YC for ; Thu, 21 Jan 2016 10:24:48 +0000 (UTC) Received: from mail.apache.org (hermes.apache.org [140.211.11.3]) by mx1-us-west.apache.org (ASF Mail Server at mx1-us-west.apache.org) with SMTP id 625F920656 for ; Thu, 21 Jan 2016 10:24:48 +0000 (UTC) Received: (qmail 97733 invoked by uid 99); 21 Jan 2016 10:24:48 -0000 Received: from git1-us-west.apache.org (HELO git1-us-west.apache.org) (140.211.11.23) by apache.org (qpsmtpd/0.29) with ESMTP; Thu, 21 Jan 2016 10:24:48 +0000 Received: by git1-us-west.apache.org (ASF Mail Server at git1-us-west.apache.org, from userid 33) id 2A7AFDFF94; Thu, 21 Jan 2016 10:24:48 +0000 (UTC) From: tillrohrmann To: issues@flink.incubator.apache.org Reply-To: issues@flink.incubator.apache.org References: In-Reply-To: Subject: [GitHub] flink pull request: [FLINK-1994] [ml] Add different gain calculati... Content-Type: text/plain Message-Id: <20160121102448.2A7AFDFF94@git1-us-west.apache.org> Date: Thu, 21 Jan 2016 10:24:48 +0000 (UTC) Github user tillrohrmann commented on a diff in the pull request: https://github.com/apache/flink/pull/1397#discussion_r50382852 --- Diff: docs/libs/ml/optimization.md --- @@ -256,6 +271,79 @@ The full list of supported prediction functions can be found [here](#prediction- +#### Effective Learning Rate ## + +Where: +- $j$ is the iteration number +- $\eta_j$ is the step size on step $j$ +- $\eta_0$ is the initial step size +- $\lambda$ is the regularization constant +- $k$ is the decay constant --- End diff -- Where is decay explained? --- 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 infrastructure@apache.org or file a JIRA ticket with INFRA. ---