a. Use StandardScaler to normalize the featured in DF6 and split the DF6 into 30% testing and 70% training, then build linear regression model and calculate R2 and MSE. [] #Apply features assebmly VDF6 = VAssembler.transform(DF6) # Apply Z-Score Normalization ZDF6 = StandardScaler(. ZDF6.show(5) |Label| zfeatures| 1|[1.56179930631587... e|[-1.0141553937116... -1|[-1.0141553937116...| 0|[-0.1555038270357... 0|[-1.0141553937116...| only showing top 5 rows

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
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a. Use StandardScaler to normalize the featured in DF6 and split the DF6 into 30% testing and 70% training, then build linear regression model
and calculate R2 and MSE.
[ ] #Apply features assebmly
VDF6 = VAssembler.transform(DF6)
# Apply z-score Normalization
ZDF6 = StandardScaler(_
ZDF6.show(5)
+--
|Label|
zfeatures|
1|[1.56179930631587...|
0|[-1.0141553937116...|
-1|[-1.0141553937116...|
0|[-0.1555038270357...
O|[-1.0141553937116.
only showing top 5 rows
Transcribed Image Text:a. Use StandardScaler to normalize the featured in DF6 and split the DF6 into 30% testing and 70% training, then build linear regression model and calculate R2 and MSE. [ ] #Apply features assebmly VDF6 = VAssembler.transform(DF6) # Apply z-score Normalization ZDF6 = StandardScaler(_ ZDF6.show(5) +-- |Label| zfeatures| 1|[1.56179930631587...| 0|[-1.0141553937116...| -1|[-1.0141553937116...| 0|[-0.1555038270357... O|[-1.0141553937116. only showing top 5 rows
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