Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Model combiner #385

Merged
merged 19 commits into from
Sep 3, 2019
Merged
Show file tree
Hide file tree
Changes from 1 commit
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
Prev Previous commit
Next Next commit
style
  • Loading branch information
leahmcguire committed Aug 19, 2019
commit 82f130fbb4843ff04a77b41c8585dc3bf03e5e80
Original file line number Diff line number Diff line change
Expand Up @@ -81,7 +81,7 @@ class SelectedCombiner
private def getSummary(feature: TransientFeature) =
ModelSelectorSummary.fromMetadata(getInputSchema()(feature.name).metadata.getSummaryMetadata())

override def onSetInput() = {
override def onSetInput(): Unit = {
super.onSetInput()

require(
Expand Down Expand Up @@ -136,11 +136,11 @@ class SelectedCombiner
def makeMeta(model: SelectedCombinerModel): Unit = {
Copy link
Collaborator

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

can you please make these private methods on the stage instead of them being nested inside fit?

def updateKeys(map: Map[String, Any], string: String) = map.map{ case (k, v) => k + string -> v }

if (model.strategy == CombinationStrategy.Best && model.weight1 > 0.5)
if (model.strategy == CombinationStrategy.Best && model.weight1 > 0.5) {
setMetadata(summary1.toMetadata().toSummaryMetadata())
else if (model.strategy == CombinationStrategy.Best)
} else if (model.strategy == CombinationStrategy.Best) {
setMetadata(summary2.toMetadata().toSummaryMetadata())
else {
} else {
val summary = new ModelSelectorSummary(
validationType = summary1.validationType,
validationParameters = updateKeys(summary1.validationParameters, "_1") ++
Expand Down
Original file line number Diff line number Diff line change
@@ -1,3 +1,32 @@
/*
* Copyright (c) 2017, Salesforce.com, Inc.
* All rights reserved.
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions are met:
*
* * Redistributions of source code must retain the above copyright notice, this
* list of conditions and the following disclaimer.
*
* * Redistributions in binary form must reproduce the above copyright notice,
* this list of conditions and the following disclaimer in the documentation
* and/or other materials provided with the distribution.
*
* * Neither the name of the copyright holder nor the names of its
* contributors may be used to endorse or promote products derived from
* this software without specific prior written permission.
*
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
* AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
* IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
* DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
* FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
* DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
* SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
* CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
* OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
* OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
*/
package com.salesforce.op.stages.impl.selector

import com.salesforce.op.OpWorkflow
Expand Down