Author: apalumbo
Date: Thu Apr 28 22:09:51 2016
New Revision: 1741536
URL: http://svn.apache.org/viewvc?rev=1741536&view=rev
Log:
CMS commit to mahout by apalumbo
Modified:
mahout/site/mahout_cms/trunk/content/users/basics/algorithms.mdtext
Modified: mahout/site/mahout_cms/trunk/content/users/basics/algorithms.mdtext
URL:
http://svn.apache.org/viewvc/mahout/site/mahout_cms/trunk/content/users/basics/algorithms.mdtext?rev=1741536&r1=1741535&r2=1741536&view=diff
==============================================================================
--- mahout/site/mahout_cms/trunk/content/users/basics/algorithms.mdtext
(original)
+++ mahout/site/mahout_cms/trunk/content/users/basics/algorithms.mdtext Thu Apr
28 22:09:51 2016
@@ -12,30 +12,26 @@ Title: Algorithms
**Mahout Interactive Shell**|
| [Interactive REPL shell for Spark optimized Mahout
DSL](http://mahout.apache.org/users/sparkbindings/play-with-shell.html) | | | x
|
||
-**Collaborative Filtering** *with CLI Drivers*|
+**Collaborative Filtering** *with CLI drivers* |
User-Based Collaborative Filtering | x |
|[x](https://mahout.apache.org/users/algorithms/intro-cooccurrence-spark.html)
Item-Based Collaborative Filtering | x |
[x](https://mahout.apache.org/users/recommender/intro-itembased-hadoop.html) |
[x](https://mahout.apache.org/users/algorithms/intro-cooccurrence-spark.html) |
Matrix Factorization with ALS | *deprecated* |
[x](https://mahout.apache.org/users/recommender/intro-als-hadoop.html) | |
Matrix Factorization with ALS on Implicit Feedback | *deprecated* |
[*deprecated*](https://mahout.apache.org/users/recommender/intro-als-hadoop.html)
| |
Weighted Matrix Factorization, SVD++ | *deprecated* | |
-
-
-**Classification** *with CLI Drivers*| | |
+||
+**Classification** *with CLI drivers* | | |
Logistic Regression - trained via SGD |
[*deprecated*](http://mahout.apache.org/users/classification/logistic-regression.html)
|
Naive Bayes / Complementary Naive Bayes | |
[*deprecated*](https://mahout.apache.org/users/classification/bayesian.html) |
[x](https://mahout.apache.org/users/algorithms/spark-naive-bayes.html) |
Hidden Markov Models |
[*deprecated*](https://mahout.apache.org/users/classification/hidden-markov-models.html)|
-
-
-
-**Clustering** *with CLI Drivers*|||
-
+||
+**Clustering** *with CLI drivers*|||
Canopy Clustering |
[*deprecated*](https://mahout.apache.org/users/clustering/canopy-clustering.html)
|
[*deprecated*](https://mahout.apache.org/users/clustering/canopy-clustering.html)|
k-Means Clustering |
[*deprecated*](https://mahout.apache.org/users/clustering/k-means-clustering.html)
| [x](https://mahout.apache.org/users/clustering/k-means-clustering.html) |
Fuzzy k-Means |
[*deprecated*](https://mahout.apache.org/users/clustering/fuzzy-k-means.html) |
[*deprecated*](https://mahout.apache.org/users/clustering/fuzzy-k-means.html)|
Streaming k-Means |
[*deprecated*](https://mahout.apache.org/users/clustering/streaming-k-means.html)
| [x](https://mahout.apache.org/users/clustering/streaming-k-means.html)| |
Spectral Clustering | |
[*deprecated*](https://mahout.apache.org/users/clusterig/spectral-clustering.html)
|
-
+||
**Dimensionality Reduction** *note: most scala-based dimensionality reduction
algorithms are available through the [Mahout Math-Scala Core Library for all
engines](https://mahout.apache.org/users/sparkbindings/home.html)*||
Singular Value Decomposition | *deprecated* | *deprecated* |
[x](http://mahout.apache.org/users/sparkbindings/home.html)
|[x](http://mahout.apache.org/users/environment/h2o-internals.html) |
[x](http://mahout.apache.org/users/flinkbindings/flink-internals.html)|
Lanczos Algorithm | *deprecated* | *deprecated* |
