Spaces:
Running
Running
<mxfile host="app.diagrams.net"> | |
<diagram name="Page-1"> | |
<mxGraphModel dx="819" dy="641" grid="1" gridSize="10" guides="1" tooltips="1" connect="1" arrows="1" fold="1" page="1" pageScale="1" pageWidth="827" pageHeight="1169" math="0" shadow="0"> | |
<root> | |
<mxCell id="0" /> | |
<mxCell id="1" parent="0" /> | |
<mxCell id="2" value="Data Collection" style="rounded=1;whiteSpace=wrap;html=1;" vertex="1" parent="1"> | |
<mxGeometry x="280" y="20" width="200" height="100" as="geometry" /> | |
</mxCell> | |
<mxCell id="3" value="Historical Data
News Data
Stock Ticker Information" style="rounded=1;whiteSpace=wrap;html=1;" vertex="1" parent="1"> | |
<mxGeometry x="320" y="60" width="120" height="80" as="geometry" /> | |
</mxCell> | |
<mxCell id="4" value="Data Analyst" style="rounded=1;whiteSpace=wrap;html=1;" vertex="1" parent="1"> | |
<mxGeometry x="280" y="140" width="200" height="60" as="geometry" /> | |
</mxCell> | |
<mxCell id="5" value="Analyzes and preprocesses the data" style="rounded=1;whiteSpace=wrap;html=1;" vertex="1" parent="1"> | |
<mxGeometry x="320" y="160" width="120" height="40" as="geometry" /> | |
</mxCell> | |
<mxCell id="6" value="ARIMA Model (using Historical Data)" style="rounded=1;whiteSpace=wrap;html=1;" vertex="1" parent="1"> | |
<mxGeometry x="80" y="240" width="200" height="60" as="geometry" /> | |
</mxCell> | |
<mxCell id="7" value="Random Forest Model (using News Data)" style="rounded=1;whiteSpace=wrap;html=1;" vertex="1" parent="1"> | |
<mxGeometry x="480" y="240" width="200" height="60" as="geometry" /> | |
</mxCell> | |
<mxCell id="8" value="Prediction Output" style="rounded=1;whiteSpace=wrap;html=1;" vertex="1" parent="1"> | |
<mxGeometry x="280" y="340" width="200" height="60" as="geometry" /> | |
</mxCell> | |
<mxCell id="9" value="Results from ARIMA and Random Forest models" style="rounded=1;whiteSpace=wrap;html=1;" vertex="1" parent="1"> | |
<mxGeometry x="320" y="360" width="120" height="40" as="geometry" /> | |
</mxCell> | |
<mxCell id="10" value="Evaluator" style="rounded=1;whiteSpace=wrap;html=1;" vertex="1" parent="1"> | |
<mxGeometry x="280" y="440" width="200" height="60" as="geometry" /> | |
</mxCell> | |
<mxCell id="11" value="Evaluates the prediction outputs" style="rounded=1;white | |