From 2ab9b97d82ea2ec1bd8b6e6d0400c1661f219839 Mon Sep 17 00:00:00 2001 From: Christoph Helma Date: Fri, 3 Feb 2017 14:40:21 +0100 Subject: typos fixed --- README.md | 21 +++++++++++---------- 1 file changed, 11 insertions(+), 10 deletions(-) diff --git a/README.md b/README.md index 2bb5c80..5a2ea06 100644 --- a/README.md +++ b/README.md @@ -63,7 +63,7 @@ Execute the following commands either from an interactive Ruby shell or a Ruby s - MP2D fingerprint descriptors - Tanimoto similarity with a threshold of 0.1 - - no feature selction + - no feature selection - weighted majority vote predictions ``` @@ -113,17 +113,18 @@ Execute the following commands either from an interactive Ruby shell or a Ruby s training_dataset = Dataset.from_csv_file "EPAFHM_log10.csv" model = Model::Lazar.create(training_dataset:training_dataset, algorithms:algorithms) ``` + Please consult the [API documentation](http://rdoc.info/gems/lazar) and [source code](https:://github.com/opentox/lazar) for up to date information about implemented algorithms: - - Descriptor algorithms - - [Compounds](http://www.rubydoc.info/gems/lazar/OpenTox/Compound) - - [Nanoparticles](http://www.rubydoc.info/gems/lazar/OpenTox/Nanoparticle) - - [Similarity algorithms](http://www.rubydoc.info/gems/lazar/OpenTox/Algorithm/Similarity) - - [Feature selection algorithms](http://www.rubydoc.info/gems/lazar/OpenTox/Algorithm/FeatureSelection) - - Local models - - [Classification](http://www.rubydoc.info/gems/lazar/OpenTox/Algorithm/Classification) - - [Regression](http://www.rubydoc.info/gems/lazar/OpenTox/Algorithm/Regression) - - [R caret](http://www.rubydoc.info/gems/lazar/OpenTox/Algorithm/Caret) +- Descriptor algorithms + - [Compounds](http://www.rubydoc.info/gems/lazar/OpenTox/Compound) + - [Nanoparticles](http://www.rubydoc.info/gems/lazar/OpenTox/Nanoparticle) +- [Similarity algorithms](http://www.rubydoc.info/gems/lazar/OpenTox/Algorithm/Similarity) +- [Feature selection algorithms](http://www.rubydoc.info/gems/lazar/OpenTox/Algorithm/FeatureSelection) +- Local models + - [Classification](http://www.rubydoc.info/gems/lazar/OpenTox/Algorithm/Classification) + - [Regression](http://www.rubydoc.info/gems/lazar/OpenTox/Algorithm/Regression) + - [R caret](http://www.rubydoc.info/gems/lazar/OpenTox/Algorithm/Caret) You can find more working examples in the `lazar` `model-*.rb` and `validation-*.rb` [tests](https://github.com/opentox/lazar/tree/master/test). -- cgit v1.2.3