Fix iris.txt dataset and modify Iris Classification tests accordingly - #428

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bojanmisic:issue400
Jul 12, 2018
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Fix iris.txt dataset and modify Iris Classification tests accordingly#428
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bojanmisic:issue400

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Related to issue #400.

  1. Reordered column values in iris.txt (headers stay the same), so the previously Petal width values are actually Sepal length values; other columns shifted to the right.

  2. Tests TrainAndPredictIrisModelTest and TrainAndPredictIrisModelWithStringLabelTest are modified accordingly so that the values that test the prediction are also reordered to be more realistic (same way the dataset is modified).

  3. Model class IrisDataWithStringLabel fields reordered to match iris.data dataset.

The fix for the samples repo that uses the same dataset will follow.

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@bojanmisicbojanmisic changed the title Fix iris.txt dataset and modify Iris Classification tests accordinglyWIP: Fix iris.txt dataset and modify Iris Classification tests accordinglyJun 27, 2018
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Ok, just realized some additional tests need to be covered. #Resolved

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OliaG self-requested a review June 27, 2018 13:58
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Thanks for taking care of this, Bojan.

Take a look at the results of the tests as well, they might need update since the dataset is changing quite a bit.


In reply to: 400616611 [](ancestors = 400616611)

@sfilipi

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 Assert.Equal(49, matrix["2", "2"]);

see if anything here need be updated.

It might be the case for other tests using this dataset. #Resolved


Refers to: test/Microsoft.ML.Tests/Scenarios/IrisPlantClassificationTests.cs:113 in 57b9fc3. [](commit_id = 57b9fc3, deletion_comment = False)

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Thanks Senja!

Removing WIP and adding new change:

  1. Tests MultiClassifierLightGMBKeyLabelTest and MultiClassifierLightGBMKeyLabelU404Test were failing since used Iris dataset was changed significantly, so baseline test files needed to be updated (latest commit). Pinging @codemzs since he was the author.

@bojanmisicbojanmisic changed the title WIP: Fix iris.txt dataset and modify Iris Classification tests accordinglyFix iris.txt dataset and modify Iris Classification tests accordinglyJun 28, 2018

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@Ivanidzo4ka
Ivanidzo4ka merged commit 54596ac into dotnet:masterJul 12, 2018
eerhardt pushed a commit to eerhardt/machinelearning that referenced this pull request Jul 27, 2018
…dotnet#428)
* Fix iris.txt dataset and modify Iris Classification tests accordingly
* Modify baseline test files for multiclass classification with Iris dataset and LightGBM
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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all
 blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '
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Fix iris.txt dataset and modify Iris Classification tests accordingly - #428

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Ivanidzo4ka merged 2 commits into
dotnet:masterfrom
bojanmisic:issue400
Jul 12, 2018
Merged

Fix iris.txt dataset and modify Iris Classification tests accordingly#428
Ivanidzo4ka merged 2 commits into
dotnet:masterfrom
bojanmisic:issue400

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Related to issue #400.

  1. Reordered column values in iris.txt (headers stay the same), so the previously Petal width values are actually Sepal length values; other columns shifted to the right.

  2. Tests TrainAndPredictIrisModelTest and TrainAndPredictIrisModelWithStringLabelTest are modified accordingly so that the values that test the prediction are also reordered to be more realistic (same way the dataset is modified).

  3. Model class IrisDataWithStringLabel fields reordered to match iris.data dataset.

The fix for the samples repo that uses the same dataset will follow.

@dnfclas

dnfclas commented Jun 27, 2018

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@bojanmisicbojanmisic changed the title Fix iris.txt dataset and modify Iris Classification tests accordinglyWIP: Fix iris.txt dataset and modify Iris Classification tests accordinglyJun 27, 2018
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bojanmisic commented Jun 27, 2018

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Ok, just realized some additional tests need to be covered. #Resolved

@OliaG
OliaG self-requested a review June 27, 2018 13:58
@sfilipi

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Thanks for taking care of this, Bojan.

Take a look at the results of the tests as well, they might need update since the dataset is changing quite a bit.


In reply to: 400616611 [](ancestors = 400616611)

@sfilipi

sfilipi commented Jun 27, 2018

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 Assert.Equal(49, matrix["2", "2"]);

see if anything here need be updated.

It might be the case for other tests using this dataset. #Resolved


Refers to: test/Microsoft.ML.Tests/Scenarios/IrisPlantClassificationTests.cs:113 in 57b9fc3. [](commit_id = 57b9fc3, deletion_comment = False)

@bojanmisic

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Thanks Senja!

Removing WIP and adding new change:

  1. Tests MultiClassifierLightGMBKeyLabelTest and MultiClassifierLightGBMKeyLabelU404Test were failing since used Iris dataset was changed significantly, so baseline test files needed to be updated (latest commit). Pinging @codemzs since he was the author.

@bojanmisicbojanmisic changed the title WIP: Fix iris.txt dataset and modify Iris Classification tests accordinglyFix iris.txt dataset and modify Iris Classification tests accordinglyJun 28, 2018

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@Ivanidzo4ka
Ivanidzo4ka merged commit 54596ac into dotnet:masterJul 12, 2018
eerhardt pushed a commit to eerhardt/machinelearning that referenced this pull request Jul 27, 2018
…dotnet#428)
* Fix iris.txt dataset and modify Iris Classification tests accordingly
* Modify baseline test files for multiclass classification with Iris dataset and LightGBM
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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix"); } } catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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Fix iris.txt dataset and modify Iris Classification tests accordingly - #428

Merged
Ivanidzo4ka merged 2 commits into
dotnet:masterfrom
bojanmisic:issue400
Jul 12, 2018
Merged

Fix iris.txt dataset and modify Iris Classification tests accordingly#428
Ivanidzo4ka merged 2 commits into
dotnet:masterfrom
bojanmisic:issue400

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Related to issue #400.

  1. Reordered column values in iris.txt (headers stay the same), so the previously Petal width values are actually Sepal length values; other columns shifted to the right.

  2. Tests TrainAndPredictIrisModelTest and TrainAndPredictIrisModelWithStringLabelTest are modified accordingly so that the values that test the prediction are also reordered to be more realistic (same way the dataset is modified).

  3. Model class IrisDataWithStringLabel fields reordered to match iris.data dataset.

The fix for the samples repo that uses the same dataset will follow.

@dnfclas

dnfclas commented Jun 27, 2018

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@bojanmisicbojanmisic changed the title Fix iris.txt dataset and modify Iris Classification tests accordinglyWIP: Fix iris.txt dataset and modify Iris Classification tests accordinglyJun 27, 2018
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bojanmisic commented Jun 27, 2018

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Ok, just realized some additional tests need to be covered. #Resolved

@OliaG
OliaG self-requested a review June 27, 2018 13:58
@sfilipi

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Thanks for taking care of this, Bojan.

Take a look at the results of the tests as well, they might need update since the dataset is changing quite a bit.


In reply to: 400616611 [](ancestors = 400616611)

@sfilipi

sfilipi commented Jun 27, 2018

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 Assert.Equal(49, matrix["2", "2"]);

see if anything here need be updated.

It might be the case for other tests using this dataset. #Resolved


Refers to: test/Microsoft.ML.Tests/Scenarios/IrisPlantClassificationTests.cs:113 in 57b9fc3. [](commit_id = 57b9fc3, deletion_comment = False)

@bojanmisic

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Thanks Senja!

Removing WIP and adding new change:

  1. Tests MultiClassifierLightGMBKeyLabelTest and MultiClassifierLightGBMKeyLabelU404Test were failing since used Iris dataset was changed significantly, so baseline test files needed to be updated (latest commit). Pinging @codemzs since he was the author.

@bojanmisicbojanmisic changed the title WIP: Fix iris.txt dataset and modify Iris Classification tests accordinglyFix iris.txt dataset and modify Iris Classification tests accordinglyJun 28, 2018

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@Ivanidzo4ka
Ivanidzo4ka merged commit 54596ac into dotnet:masterJul 12, 2018
eerhardt pushed a commit to eerhardt/machinelearning that referenced this pull request Jul 27, 2018
…dotnet#428)
* Fix iris.txt dataset and modify Iris Classification tests accordingly
* Modify baseline test files for multiclass classification with Iris dataset and LightGBM
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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms"); } } catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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Fix iris.txt dataset and modify Iris Classification tests accordingly - #428

Merged
Ivanidzo4ka merged 2 commits into
dotnet:masterfrom
bojanmisic:issue400
Jul 12, 2018
Merged

Fix iris.txt dataset and modify Iris Classification tests accordingly#428
Ivanidzo4ka merged 2 commits into
dotnet:masterfrom
bojanmisic:issue400

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Related to issue #400.

  1. Reordered column values in iris.txt (headers stay the same), so the previously Petal width values are actually Sepal length values; other columns shifted to the right.

  2. Tests TrainAndPredictIrisModelTest and TrainAndPredictIrisModelWithStringLabelTest are modified accordingly so that the values that test the prediction are also reordered to be more realistic (same way the dataset is modified).

  3. Model class IrisDataWithStringLabel fields reordered to match iris.data dataset.

The fix for the samples repo that uses the same dataset will follow.

@dnfclas

dnfclas commented Jun 27, 2018

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@bojanmisicbojanmisic changed the title Fix iris.txt dataset and modify Iris Classification tests accordinglyWIP: Fix iris.txt dataset and modify Iris Classification tests accordinglyJun 27, 2018
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bojanmisic commented Jun 27, 2018

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Ok, just realized some additional tests need to be covered. #Resolved

@OliaG
OliaG self-requested a review June 27, 2018 13:58
@sfilipi

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Thanks for taking care of this, Bojan.

Take a look at the results of the tests as well, they might need update since the dataset is changing quite a bit.


In reply to: 400616611 [](ancestors = 400616611)

@sfilipi

sfilipi commented Jun 27, 2018

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 Assert.Equal(49, matrix["2", "2"]);

see if anything here need be updated.

It might be the case for other tests using this dataset. #Resolved


Refers to: test/Microsoft.ML.Tests/Scenarios/IrisPlantClassificationTests.cs:113 in 57b9fc3. [](commit_id = 57b9fc3, deletion_comment = False)

@bojanmisic

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Thanks Senja!

Removing WIP and adding new change:

  1. Tests MultiClassifierLightGMBKeyLabelTest and MultiClassifierLightGBMKeyLabelU404Test were failing since used Iris dataset was changed significantly, so baseline test files needed to be updated (latest commit). Pinging @codemzs since he was the author.

@bojanmisicbojanmisic changed the title WIP: Fix iris.txt dataset and modify Iris Classification tests accordinglyFix iris.txt dataset and modify Iris Classification tests accordinglyJun 28, 2018

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@Ivanidzo4ka
Ivanidzo4ka merged commit 54596ac into dotnet:masterJul 12, 2018
eerhardt pushed a commit to eerhardt/machinelearning that referenced this pull request Jul 27, 2018
…dotnet#428)
* Fix iris.txt dataset and modify Iris Classification tests accordingly
* Modify baseline test files for multiclass classification with Iris dataset and LightGBM
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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links"); } } catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); } })(); (function(){ try { var __m = "youtube.com"; var __re = new RegExp('^' + "youtube\\.com" + '
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Fix iris.txt dataset and modify Iris Classification tests accordingly - #428

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Ivanidzo4ka merged 2 commits into
dotnet:masterfrom
bojanmisic:issue400
Jul 12, 2018
Merged

Fix iris.txt dataset and modify Iris Classification tests accordingly#428
Ivanidzo4ka merged 2 commits into
dotnet:masterfrom
bojanmisic:issue400

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Related to issue #400.

  1. Reordered column values in iris.txt (headers stay the same), so the previously Petal width values are actually Sepal length values; other columns shifted to the right.

  2. Tests TrainAndPredictIrisModelTest and TrainAndPredictIrisModelWithStringLabelTest are modified accordingly so that the values that test the prediction are also reordered to be more realistic (same way the dataset is modified).

  3. Model class IrisDataWithStringLabel fields reordered to match iris.data dataset.

The fix for the samples repo that uses the same dataset will follow.

@dnfclas

dnfclas commented Jun 27, 2018

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@bojanmisicbojanmisic changed the title Fix iris.txt dataset and modify Iris Classification tests accordinglyWIP: Fix iris.txt dataset and modify Iris Classification tests accordinglyJun 27, 2018
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Ok, just realized some additional tests need to be covered. #Resolved

@OliaG
OliaG self-requested a review June 27, 2018 13:58
@sfilipi

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Thanks for taking care of this, Bojan.

Take a look at the results of the tests as well, they might need update since the dataset is changing quite a bit.


In reply to: 400616611 [](ancestors = 400616611)

@sfilipi

sfilipi commented Jun 27, 2018

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 Assert.Equal(49, matrix["2", "2"]);

see if anything here need be updated.

It might be the case for other tests using this dataset. #Resolved


Refers to: test/Microsoft.ML.Tests/Scenarios/IrisPlantClassificationTests.cs:113 in 57b9fc3. [](commit_id = 57b9fc3, deletion_comment = False)

@bojanmisic

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Thanks Senja!

Removing WIP and adding new change:

  1. Tests MultiClassifierLightGMBKeyLabelTest and MultiClassifierLightGBMKeyLabelU404Test were failing since used Iris dataset was changed significantly, so baseline test files needed to be updated (latest commit). Pinging @codemzs since he was the author.

@bojanmisicbojanmisic changed the title WIP: Fix iris.txt dataset and modify Iris Classification tests accordinglyFix iris.txt dataset and modify Iris Classification tests accordinglyJun 28, 2018

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@Ivanidzo4ka
Ivanidzo4ka merged commit 54596ac into dotnet:masterJul 12, 2018
eerhardt pushed a commit to eerhardt/machinelearning that referenced this pull request Jul 27, 2018
…dotnet#428)
* Fix iris.txt dataset and modify Iris Classification tests accordingly
* Modify baseline test files for multiclass classification with Iris dataset and LightGBM
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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default"); } } catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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Fix iris.txt dataset and modify Iris Classification tests accordingly - #428

Merged
Ivanidzo4ka merged 2 commits into
dotnet:masterfrom
bojanmisic:issue400
Jul 12, 2018
Merged

Fix iris.txt dataset and modify Iris Classification tests accordingly#428
Ivanidzo4ka merged 2 commits into
dotnet:masterfrom
bojanmisic:issue400

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Related to issue #400.

  1. Reordered column values in iris.txt (headers stay the same), so the previously Petal width values are actually Sepal length values; other columns shifted to the right.

  2. Tests TrainAndPredictIrisModelTest and TrainAndPredictIrisModelWithStringLabelTest are modified accordingly so that the values that test the prediction are also reordered to be more realistic (same way the dataset is modified).

  3. Model class IrisDataWithStringLabel fields reordered to match iris.data dataset.

The fix for the samples repo that uses the same dataset will follow.

@dnfclas

dnfclas commented Jun 27, 2018

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@bojanmisicbojanmisic changed the title Fix iris.txt dataset and modify Iris Classification tests accordinglyWIP: Fix iris.txt dataset and modify Iris Classification tests accordinglyJun 27, 2018
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bojanmisic commented Jun 27, 2018

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Ok, just realized some additional tests need to be covered. #Resolved

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OliaG self-requested a review June 27, 2018 13:58
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Thanks for taking care of this, Bojan.

Take a look at the results of the tests as well, they might need update since the dataset is changing quite a bit.


In reply to: 400616611 [](ancestors = 400616611)

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sfilipi commented Jun 27, 2018

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 Assert.Equal(49, matrix["2", "2"]);

see if anything here need be updated.

It might be the case for other tests using this dataset. #Resolved


Refers to: test/Microsoft.ML.Tests/Scenarios/IrisPlantClassificationTests.cs:113 in 57b9fc3. [](commit_id = 57b9fc3, deletion_comment = False)

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Thanks Senja!

Removing WIP and adding new change:

  1. Tests MultiClassifierLightGMBKeyLabelTest and MultiClassifierLightGBMKeyLabelU404Test were failing since used Iris dataset was changed significantly, so baseline test files needed to be updated (latest commit). Pinging @codemzs since he was the author.

@bojanmisicbojanmisic changed the title WIP: Fix iris.txt dataset and modify Iris Classification tests accordinglyFix iris.txt dataset and modify Iris Classification tests accordinglyJun 28, 2018

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@Ivanidzo4ka
Ivanidzo4ka merged commit 54596ac into dotnet:masterJul 12, 2018
eerhardt pushed a commit to eerhardt/machinelearning that referenced this pull request Jul 27, 2018
…dotnet#428)
* Fix iris.txt dataset and modify Iris Classification tests accordingly
* Modify baseline test files for multiclass classification with Iris dataset and LightGBM
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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers"); } } catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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Fix iris.txt dataset and modify Iris Classification tests accordingly - #428

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Ivanidzo4ka merged 2 commits into
dotnet:masterfrom
bojanmisic:issue400
Jul 12, 2018
Merged

Fix iris.txt dataset and modify Iris Classification tests accordingly#428
Ivanidzo4ka merged 2 commits into
dotnet:masterfrom
bojanmisic:issue400

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Related to issue #400.

  1. Reordered column values in iris.txt (headers stay the same), so the previously Petal width values are actually Sepal length values; other columns shifted to the right.

  2. Tests TrainAndPredictIrisModelTest and TrainAndPredictIrisModelWithStringLabelTest are modified accordingly so that the values that test the prediction are also reordered to be more realistic (same way the dataset is modified).

  3. Model class IrisDataWithStringLabel fields reordered to match iris.data dataset.

The fix for the samples repo that uses the same dataset will follow.

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@bojanmisicbojanmisic changed the title Fix iris.txt dataset and modify Iris Classification tests accordinglyWIP: Fix iris.txt dataset and modify Iris Classification tests accordinglyJun 27, 2018
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bojanmisic commented Jun 27, 2018

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Ok, just realized some additional tests need to be covered. #Resolved

@OliaG
OliaG self-requested a review June 27, 2018 13:58
@sfilipi

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Thanks for taking care of this, Bojan.

Take a look at the results of the tests as well, they might need update since the dataset is changing quite a bit.


In reply to: 400616611 [](ancestors = 400616611)

@sfilipi

sfilipi commented Jun 27, 2018

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 Assert.Equal(49, matrix["2", "2"]);

see if anything here need be updated.

It might be the case for other tests using this dataset. #Resolved


Refers to: test/Microsoft.ML.Tests/Scenarios/IrisPlantClassificationTests.cs:113 in 57b9fc3. [](commit_id = 57b9fc3, deletion_comment = False)

@bojanmisic

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Thanks Senja!

Removing WIP and adding new change:

  1. Tests MultiClassifierLightGMBKeyLabelTest and MultiClassifierLightGBMKeyLabelU404Test were failing since used Iris dataset was changed significantly, so baseline test files needed to be updated (latest commit). Pinging @codemzs since he was the author.

@bojanmisicbojanmisic changed the title WIP: Fix iris.txt dataset and modify Iris Classification tests accordinglyFix iris.txt dataset and modify Iris Classification tests accordinglyJun 28, 2018

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@Ivanidzo4ka
Ivanidzo4ka merged commit 54596ac into dotnet:masterJul 12, 2018
eerhardt pushed a commit to eerhardt/machinelearning that referenced this pull request Jul 27, 2018
…dotnet#428)
* Fix iris.txt dataset and modify Iris Classification tests accordingly
* Modify baseline test files for multiclass classification with Iris dataset and LightGBM
@ghostghost locked as resolved and limited conversation to collaborators Mar 30, 2022
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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode"); } } catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); } })(); })();
Skip to content

Fix iris.txt dataset and modify Iris Classification tests accordingly - #428

Merged
Ivanidzo4ka merged 2 commits into
dotnet:masterfrom
bojanmisic:issue400
Jul 12, 2018
Merged

Fix iris.txt dataset and modify Iris Classification tests accordingly#428
Ivanidzo4ka merged 2 commits into
dotnet:masterfrom
bojanmisic:issue400

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@bojanmisic

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Related to issue #400.

  1. Reordered column values in iris.txt (headers stay the same), so the previously Petal width values are actually Sepal length values; other columns shifted to the right.

  2. Tests TrainAndPredictIrisModelTest and TrainAndPredictIrisModelWithStringLabelTest are modified accordingly so that the values that test the prediction are also reordered to be more realistic (same way the dataset is modified).

  3. Model class IrisDataWithStringLabel fields reordered to match iris.data dataset.

The fix for the samples repo that uses the same dataset will follow.

@dnfclas

dnfclas commented Jun 27, 2018

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@bojanmisicbojanmisic changed the title Fix iris.txt dataset and modify Iris Classification tests accordinglyWIP: Fix iris.txt dataset and modify Iris Classification tests accordinglyJun 27, 2018
@bojanmisic

bojanmisic commented Jun 27, 2018

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Ok, just realized some additional tests need to be covered. #Resolved

@OliaG
OliaG self-requested a review June 27, 2018 13:58
@sfilipi

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Thanks for taking care of this, Bojan.

Take a look at the results of the tests as well, they might need update since the dataset is changing quite a bit.


In reply to: 400616611 [](ancestors = 400616611)

@sfilipi

sfilipi commented Jun 27, 2018

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 Assert.Equal(49, matrix["2", "2"]);

see if anything here need be updated.

It might be the case for other tests using this dataset. #Resolved


Refers to: test/Microsoft.ML.Tests/Scenarios/IrisPlantClassificationTests.cs:113 in 57b9fc3. [](commit_id = 57b9fc3, deletion_comment = False)

@bojanmisic

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Thanks Senja!

Removing WIP and adding new change:

  1. Tests MultiClassifierLightGMBKeyLabelTest and MultiClassifierLightGBMKeyLabelU404Test were failing since used Iris dataset was changed significantly, so baseline test files needed to be updated (latest commit). Pinging @codemzs since he was the author.

@bojanmisicbojanmisic changed the title WIP: Fix iris.txt dataset and modify Iris Classification tests accordinglyFix iris.txt dataset and modify Iris Classification tests accordinglyJun 28, 2018

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:shipit:

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@Ivanidzo4ka
Ivanidzo4ka merged commit 54596ac into dotnet:masterJul 12, 2018
eerhardt pushed a commit to eerhardt/machinelearning that referenced this pull request Jul 27, 2018
…dotnet#428)
* Fix iris.txt dataset and modify Iris Classification tests accordingly
* Modify baseline test files for multiclass classification with Iris dataset and LightGBM
@ghostghost locked as resolved and limited conversation to collaborators Mar 30, 2022
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