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Kamil A. Kaczmarek edited this page Jul 10, 2018
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We document our work here, show code snippets and additional explanations.
link to code | name | CV | LB | link to the description |
---|---|---|---|---|
solution 1 | honey bee π | 1.39 | 1.43 | LightGBM and 5fold CV |
solution 2 | beetle πͺ² | 1.60 | 1.77 | LightGBM on binarized dataset |
solution 3 | dromedary camel πͺ | 1.35 | 1.41 | LightGBM with row aggregations |
solution 4 | whale π³ | 1.3416 | 1.41 | LightGBM on dimension reduced dataset |
solution 5 | water buffalo π | 1.336 | 1.39 | Exploring various dimension reduction techniques |
solution 6 | blowfish π‘ | 1.333 | 1.38 | bucketing row aggregations |
check our GitHub organization https://github.com/neptune-ml for more cool stuff π
Kamil & Kuba, core contributors
- honey bee π LightGBM and 5fold CV
- beetle πͺ² LightGBM on binarized dataset
- dromedary camel πͺ LightGBM with row aggregations
- whale π³ LightGBM on dimension reduced dataset
- water buffalo π Exploring various dimension reduction techniques
- blowfish π‘ bucketing row aggregations