9207475
Beschreibung
Mindmap von Voon Shun Jie, aktualisiert more than 1 year ago
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Erstellt von Voon Shun Jie
vor etwa 7 Jahre
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Machine Learning
- Semi-automated extraction of
knowledge from data
- Supervised Learning
- Predictive learning
- Classification
- SVM / NN /
Decision Tree
- Finite set of label
- SVM / NN /
Decision Tree
- Regression
- Target variable is continuous
- No emphasis on using probability to
provide interpretable relationship
between predictor & target
- OLSR / MARS /
Linear Regression
- Target variable is continuous
- Predictive learning
- Unsupervised Learning
- Extract structure from data
- Clustering
- Given a set of data points
- each having a set of attributes
- a similarity measure
- Find cluster
- Given a set of data points
- Extract structure from data
- Reinforcement Learning
- sequence
- reward
- predict
- sequence
- Instance-based
- Similarity measure
- match
- predict
- kNN algorithm
- Similarity measure
- Association rule
- dependency rule
- predict occurance of item based on other
- dependency rule
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