Naive Bayes Analytics — Deprecated

Introduction

The Naive Bayes analytics consists of NaiveBayesTrainer and NaiveBayesClassifier plugins.
The plugins train a model based upon a particular label and text field of a record, using Naive Bayes algorithm,
and then uses the trained model to classify the data.

Getting Started

Prerequisites

CDAP version 3.5.x or higher.

Building Plugins

You get started with Run transform plugin by building directly from the latest source code::

git clone https://github.com/hydrator/naive-bayes-analytics.git
cd naive-bayes-analytics
mvn clean package

After the build completes, you will have a JAR for each plugin under each
<plugin-name>/target/ directory.

Deploying Plugins

You can deploy a plugin using the CDAP CLI::

load artifact config-file

load artifact target/naive-bayes-analytics-plugin-.jar \
config-file target/naive-bayes-analytics-plugin-.json

You can build without running tests: mvn clean install -DskipTests

Limitations

UI doesn’t support schema’s with hyphens (-), so the plugin currently transforms all the schemas with - into underscores (_). This change will be reverted after this is fixed: https://issues.cask.co/browse/HYDRATOR-1125

Mailing Lists

CDAP User Group and Development Discussions:

cdap-user@googlegroups.com <https://groups.google.com/d/forum/cdap-user>__

The cdap-user mailing list is primarily for users using the product to develop
applications or building plugins for appplications. You can expect questions from
users, release announcements, and any other discussions that we think will be helpful
to the users.

IRC Channel

CDAP IRC Channel: #cdap on irc.freenode.net

License and Trademarks

Licensed under the Apache License, Version 2.0 (the “License”); you may not use this file except
in compliance with the License. You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software distributed under the
License is distributed on an “AS IS” BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND,
either express or implied. See the License for the specific language governing permissions
and limitations under the License.

Apache, Apache HBase, and HBase are trademarks of The Apache Software Foundation. Used with
permission. No endorsement by The Apache Software Foundation is implied by the use of these marks.

.. |(Hydrator)| image:: http://cask.co/wp-content/uploads/hydrator_logo_cdap1.png