Merge pull request sux13#7 from elmerehbi/master

Corrected and added some stuff

Author: sux13

8_PREDMACHLEARN/Practical Machine Learning Course Notes HTML.Rmd

@@ -213,6 +213,7 @@ grid.raster(readPNG("figures/6.png"))
 
 
 ## Receiver Operating Characteristic Curves
+* are commonly used techniques to measure the quality of a prediction algorithm.
 * predictions for binary classification often are quantitative (i.e. probability, scale of 1 to 10)
 	- different cutoffs/threshold of classification (> 0.8 --> one outcome) yield different results/predictions
 	- **Receiver Operating Characteristic** curves are generated to compare the different outcomes

8_PREDMACHLEARN/Practical Machine Learning Course Notes.Rmd

@@ -214,6 +214,7 @@ grid.raster(readPNG("figures/6.png"))
 $\pagebreak$
 
 ## Receiver Operating Characteristic Curves
+* are commonly used techniques to measure the quality of a prediction algorithm.
 * predictions for binary classification often are quantitative (i.e. probability, scale of 1 to 10)
 	- different cutoffs/threshold of classification (> 0.8 --> one outcome) yield different results/predictions
 	- **Receiver Operating Characteristic** curves are generated to compare the different outcomes

9_DEVDATAPROD/Developing Data Products Course Notes HTML.Rmd

@@ -335,12 +335,15 @@ grid.raster(readPNG("figures/5.png"))
 * rChart objects have various attributes/functions that you can use when saved `n1 <- nplot(...)`
 	- `n1$` + TAB in R Console brings up list of all functions contained in the object
 	- `n1$html()` = prints out the HTML for the plot
-	- `n1$save(filename)` = embeds code into slidify document
+	- `n1$save("filename.html")` = saves result to a file named "filename.html"
 	- `n1$print()` = print out the JavaScript
 	- `n1$show("inline", include_assets = TRUE, cdn = F)` = embed HTML/JS code directly with in Rmd file (for HTML output)
 	- `n1$publish('plotname', host = 'gist'/'rpubs')` = publishes the plot under the specified `plotname` as a `gist` or to `rpubs`
-* to use with ***slidify***, the following YAML (Yet Another Markup Language/YAML Ain't Markup Language) must be added
-	- `yaml ext_widgets : {rCharts: ["libraries/nvd3"]}`
+* to use with ***slidify***, 
+  - the following YAML (Yet Another Markup Language/YAML Ain't Markup Language) must be added
+	  - `yaml ext_widgets : {rCharts: ["libraries/nvd3"]}`
+  - `cat('<iframe src="map3.html" width=100%, height=600></iframe>')` to embed a map or chart form a saved file (saved with: `map3$save('map3.html', cdn = TRUE)`)
+
 
 ### Example
 

9_DEVDATAPROD/Developing Data Products Course Notes.Rmd

@@ -334,12 +334,14 @@ $\pagebreak$
 * rChart objects have various attributes/functions that you can use when saved `n1 <- nplot(...)`
 	- `n1$` + TAB in R Console brings up list of all functions contained in the object
 	- `n1$html()` = prints out the HTML for the plot
-	- `n1$save(filename)` = embeds code into slidify document
+	- `n1$save("filename.html")` = saves result to a file named "filename.html"
 	- `n1$print()` = print out the JavaScript
   - `n1$show("inline", include_assets = TRUE, cdn = F)` = embed HTML/JS code directly with in Rmd file (for HTML output)
 	- `n1$publish('plotname', host = 'gist'/'rpubs')` = publishes the plot under the specified `plotname` as a `gist` or to `rpubs`
-* to use with ***slidify***, the following YAML (Yet Another Markup Language/YAML Ain't Markup Language) must be added
-	- `yaml ext_widgets : {rCharts: ["libraries/nvd3"]}`
+* to use with ***slidify***, 
+  - the following YAML (Yet Another Markup Language/YAML Ain't Markup Language) must be added
+    - `yaml ext_widgets : {rCharts: ["libraries/nvd3"]}`
+  - `cat('<iframe src="map3.html" width=100%, height=600></iframe>')` to embed a map or chart form a saved file (saved with: `map3$save('map3.html', cdn = TRUE)`)
 
 ### Example