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H2O is an in-memory platform for distributed, scalable machine learning.

2 votes
1 answer
167 views

DeepLearning & Anomaly Detection - Understanding & How to Properly Tune

I'm looking into understanding the Deeplearning anomaly detection algorithm provided by h2o. I tried to recreate an example below. … That said... how can I properly 'estimate' an ideal number of hidden layers in an h2o Autoencoders model? How can I tune this model properly? …
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3 votes
1 answer
3k views

categorical_encoding in h2o - what is the difference between the options

I'm trying to understand the pros/cons and when to use the various encoding options that are available to me in h2o with the parameter 'categorical_encoding'. …
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  • 1,659