php-ml/docs/machine-learning
Patrick Florek c8bd8db601 # Association rule learning - Apriori algorithm
* Generating frequent k-length item sets
* Generating rules based on frequent item sets
* Algorithm has exponential complexity, be aware of it
* Apriori algorithm is split into apriori and candidates method
* Second step rule generation is implemented by rules method
* Internal methods are invoked for fine grain unit tests
* Wikipedia's train samples and an alternative are provided for test cases
* Small documentation for public interface is also shipped
2016-08-23 15:44:53 +02:00
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association # Association rule learning - Apriori algorithm 2016-08-23 15:44:53 +02:00
classification Add docs for neural network 2016-08-14 19:14:56 +02:00
clustering update and refactor documentation 2016-05-02 13:49:19 +02:00
cross-validation create docs for StratifiedRandomSplit 2016-07-11 00:07:07 +02:00
datasets docs for files dataset and php-cs-fixer 2016-07-16 23:56:52 +02:00
feature-extraction create docs for tf-idf transformer 2016-07-12 00:21:34 +02:00
metric add ClassificationReport docs 2016-07-19 22:17:03 +02:00
neural-network Add docs for neural network 2016-08-14 19:14:56 +02:00
preprocessing update docs example 2016-05-31 18:02:30 +02:00
regression update docs 2016-05-07 23:53:42 +02:00
workflow add docs for Pipeline 2016-07-12 00:00:17 +02:00