Targeting Prospective Customers: Robustness of Machine-Learning Methods to Typical Data Challenges.
Duncan SimesterArtem TimoshenkoSpyros I. ZoumpoulisPublished in: Manag. Sci. (2020)
Keyphrases
- machine learning methods
- data sets
- data collection
- statistical methods
- training data
- data analysis
- original data
- knowledge discovery
- image data
- data processing
- statistical analysis
- synthetic data
- missing data
- data structure
- high quality
- high dimensional data
- raw data
- historical data
- prior knowledge
- machine learning algorithms
- data points
- data sources