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Data Mining for Business Analytics, Supervised 監督式學習, Unsupervised …
Data Mining for Business Analytics
Model Evaluation
and Selection
Deriving Insight
Model
Deployment
Score
new data
Performance
Evaluation
Data Visualization
Data Processing
Dimension Reduction
Modeling
Supervised
監督式學習
Classification
Naive Bayes
Classification Trees
K-nearest neighbors
Logistic Regression
Neural Networks
Discriminant Analysis
Ensembles
Prediction
Regression Trees
Neural Networks
K-nearest neighbors
Ensembles
Linear Regression 線性迴歸
Time Series Forecasting
Regression-based
Smoothing Methods
Unsupervised
非監督式學習
What Goes Together
Association Rules
Collaborative Filtering
Segmentation
Cluster Analysis