edgecloudsim/scripts/sample_app5/ai_trainer
2020-10-30 12:57:07 +03:00
..
.gitignore Sample application 5 used in IEEE Transactions on Intelligent Transportation Systems is added. 2020-10-30 12:57:07 +03:00
config.json Sample application 5 used in IEEE Transactions on Intelligent Transportation Systems is added. 2020-10-30 12:57:07 +03:00
data_convertor.py Sample application 5 used in IEEE Transactions on Intelligent Transportation Systems is added. 2020-10-30 12:57:07 +03:00
generate_training_data.sh Sample application 5 used in IEEE Transactions on Intelligent Transportation Systems is added. 2020-10-30 12:57:07 +03:00
generate_weka_models.sh Sample application 5 used in IEEE Transactions on Intelligent Transportation Systems is added. 2020-10-30 12:57:07 +03:00
json-simple-1.1.1.jar Sample application 5 used in IEEE Transactions on Intelligent Transportation Systems is added. 2020-10-30 12:57:07 +03:00
README.md Sample application 5 used in IEEE Transactions on Intelligent Transportation Systems is added. 2020-10-30 12:57:07 +03:00
WekaModelCreator.java Sample application 5 used in IEEE Transactions on Intelligent Transportation Systems is added. 2020-10-30 12:57:07 +03:00

Configure Simulation Settings

Firstly, edit config.json file in a way to declare the configuration of the simulation process used to collect training data

Preparing Training Data

Invoke following command to convert collected data format for weka models

./generate_training_data.sh

This command creates *.arff files under the simulation results folder

Generating Classification and Regression Models

Invoke following command to generate related weka models

./generate_weka_models.sh

This script creates weka model files under the simulation results folder. When you are done with training, you can move these files to ../config/weka/ folder