Commit9fe0c6c

minjk-bl

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Added RMSE for Statistics' Regression

1 parentf1ebe04 commit9fe0c6cCopy full SHA for 9fe0c6c

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+12

-2

lines changed

+12

-2

lines changed

Lines changed: 1 addition & 0 deletions

Original file line number	Diff line number	Diff line change
`@@ -76,6 +76,7 @@`
`76`	`76`	`<label><inputtype="checkbox"id="normTest"class="vp-state"checked><span>Residual Normality test</span></label>`
`77`	`77`	`<label><inputtype="checkbox"id="histogram"class="vp-state"checked><span>Residual histogram</span></label>`
`78`	`78`	`<label><inputtype="checkbox"id="scatterplot"class="vp-state"checked><span>Residual scatterplot</span></label>`
	`79`	`+<label><inputtype="checkbox"id="rmse"class="vp-state"checked><span>RMSE</span></label>`
`79`	`80`	`</div>`
`80`	`81`	`</div>`
`81`	`82`	`</div>`

Lines changed: 11 additions & 2 deletions

Original file line number	Diff line number	Diff line change
`@@ -58,6 +58,7 @@ define([`
`58`	`58`	`normTest:true,`
`59`	`59`	`histogram:true,`
`60`	`60`	`scatterplot:true,`
	`61`	`+rmse:false,`
`61`	`62`	`...this.state`
`62`	`63`	`};`
`63`	`64`
`@@ -259,7 +260,7 @@ define([`
`259`	`260`	`// Multi-collinearity`
`260`	`261`	`multiCollinearity,`
`261`	`262`	`// Residual option`
`262`		`- statistics, normTest, histogram, scatterplot`
	`263`	`+ statistics, normTest, histogram, scatterplot, rmse,`
`263`	`264`	`}=this.state;`
`264`	`265`	`letcodeList=[];`
`265`	`266`	`letcode=newcom_String();`
`@@ -697,7 +698,7 @@ define([`
`697`	`698`	`}`
`698`	`699`
`699`	`700`	`// Residual option`
`700`		`-if(statistics===true\|\|normTest===true\|\|histogram===true\|\|scatterplot===true){`
	`701`	`+if(statistics===true\|\|normTest===true\|\|histogram===true\|\|scatterplot===true\|\|rmse===true){`
`701`	`702`	`letresidualTitle='Residual'`
`702`	`703`	`if(lastModelNum>0){`
`703`	`704`	`residualTitle+=' - Model '+lastModelNum;`
`@@ -768,6 +769,14 @@ define([`
`768`	`769`	`code.appendLine(" plt.tight_layout()");`
`769`	`770`	`code.append(" plt.show()");`
`770`	`771`	`}`
	`772`	`+if(rmse===true){`
	`773`	`+code.appendLine();`
	`774`	`+code.appendLine();`
	`775`	`+code.appendLine("# RMSE (Root Mean Squared Error)");`
	`776`	`+code.appendLine("_rmse = np.sqrt(_result.mse_resid)");`
	`777`	`+code.appendLine("display(Markdown('### RMSE (Root Mean Squared Error)'))");`
	`778`	`+code.append("display(Markdown(f'RMSE: {_rmse}'))");`
	`779`	`+}`
`771`	`780`	`}`
`772`	`781`
`773`	`782`	`codeList.push(code.toString());`

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