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update documentation
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yzhao062 committed Jul 23, 2019
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6 changes: 3 additions & 3 deletions README.rst
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Expand Up @@ -146,15 +146,15 @@ Proposed Algorithms

* **Classifier combination**: combine multiple supervised classifiers together for training and prediction

1. Averaging & Weighted Averaging [#Zhou2012Ensemble]_
1. Averaging & Weighted Averaging & Median [#Zhou2012Ensemble]_
2. Maximization
3. Majority Vote & Weighted Majority Vote [#Zhou2012Ensemble]_
4. Dynamic Classifier Selection & Dynamic Ensemble Selection [#Ko2008From]_ (work-in-progress)
5. Stacking: build an additional classifier to learn base estimator weights (work-in-progress)

* **Raw score & probability combination**: combine scores without invoking classifiers

1. Averaging & Weighted Averaging
1. Averaging & Weighted Averaging & Median
2. Maximization
3. Average of Maximum (AOM)
4. Maximum of Average (MOA)
Expand All @@ -165,7 +165,7 @@ Proposed Algorithms

* **Anomaly detection**: combine unsupervised outlier detectors

1. Averaging & Weighted Averaging
1. Averaging & Weighted Averaging & Median
2. Maximization
3. Average of Maximum (AOM)
4. Maximum of Average (MOA)
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4 changes: 2 additions & 2 deletions docs/index.rst
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Expand Up @@ -104,7 +104,7 @@ Proposed Algorithms

* **Classifier combination**: combine multiple supervised classifiers together for training and prediction

1. Averaging & Weighted Averaging :cite:`a-zhou2012ensemble`
1. Averaging & Weighted Averaging & Median :cite:`a-zhou2012ensemble`
2. Maximization
3. Majority Vote & Weighted Majority Vote :cite:`a-zhou2012ensemble`
4. Dynamic Classifier Selection & Dynamic Ensemble Selection :cite:`a-ko2008dynamic` (work-in-progress)
Expand All @@ -123,7 +123,7 @@ Proposed Algorithms

* **Anomaly detection**: combine unsupervised outlier detectors

1. Averaging & Weighted Averaging
1. Averaging & Weighted Averaging & Median
2. Maximization
3. Average of Maximum (AOM)
4. Maximum of Average (MOA)
Expand Down

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