In the previous section, we identified the emp_title and desc columns as targets for text transformation. Our theory is that these columns can carry useful information that could help distinguish between good and bad loans.
Text columns
by Michal Malohlava, Max Pumperla, Alex Tellez
Mastering Machine Learning with Spark 2.x
- Preface
- Introduction to Large-Scale Machine Learning and Spark
- Detecting Dark Matter - The Higgs-Boson Particle
- Ensemble Methods for Multi-Class Classification
- Predicting Movie Reviews Using NLP and Spark Streaming
- Word2vec for Prediction and Clustering
- Extracting Patterns from Clickstream Data
- Graph Analytics with GraphX
- Lending Club Loan Prediction
Text columns
-
No Comment
..................Content has been hidden....................
You can't read the all page of ebook, please click here login for view all page.