peterschrott / axa-driver-telematics Goto Github PK
View Code? Open in Web Editor NEWKaggle challenge Axa Driver Telematics Analysis (https://www.kaggle.com/c/axa-driver-telematics-analysis)
Kaggle challenge Axa Driver Telematics Analysis (https://www.kaggle.com/c/axa-driver-telematics-analysis)
Extract features form each drive like:
please complete in connent
@voelkelj ,@peedeeX21
http://docs.h2o.ai/h2oclassic/tableau/top.html
Seems like there is an integration with h20 and Tabelau. From what I can read its only available for R.
But may be that is sufficient enough for us to just apply the Auto Encoder on the dataset.
@voelkelj can you have a look at the two notes I made here: https://github.com/peedeeX21/axa-driver-telematics/wiki/Feature-Extraction
What do you think?
https://github.com/peedeeX21/axa-driver-telematics/wiki
... makes our work easier in the end
test
plot the raw data + extracted features using tablau
Use h20.ai's Anomaly Detection algorithm and set up a example project.
Project set up: http://docs.h2o.ai/h2oclassic/developuser/quickstart_idea.html (!old docu!)
Spark set up: http://h2o-release.s3.amazonaws.com/h2o/rel-shannon/12/docs-website/h2o-docs/index.html#%E2%80%A6%20On%20Spark
Hadoop set up: http://h2o-release.s3.amazonaws.com/h2o/rel-shannon/12/docs-website/h2o-docs/index.html#%E2%80%A6%20On%20Hadoop
Auto Encoder: http://learn.h2o.ai/content/hands-on_training/anomaly_detection.html
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