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Fast and automatic gradient tree boosting designed to avoid manual tuning and cross-validation by utilizing an information theoretic approach. This makes the algorithm adaptive to the dataset at hand; it is completely automatic, and with minimal worries of overfitting. Consequently, the speed-ups relative to state-of-the-art implementations can be in the thousands while mathematical and technical knowledge required on the user are minimized.

copied from cf-staging / r-agtboost
Type Size Name Uploaded Downloads Labels
conda 400.8 kB | win-64/r-agtboost-0.9.3-r43h8ae3a7c_3.conda  3 months and 10 days ago 193 main
conda 404.6 kB | win-64/r-agtboost-0.9.3-r44h8ae3a7c_3.conda  3 months and 10 days ago 211 main
conda 421.9 kB | osx-64/r-agtboost-0.9.3-r43h25d921d_3.conda  3 months and 10 days ago 131 main
conda 425.2 kB | osx-64/r-agtboost-0.9.3-r44h25d921d_3.conda  3 months and 10 days ago 130 main
conda 419.5 kB | linux-64/r-agtboost-0.9.3-r43h0d4f4ea_3.conda  3 months and 10 days ago 435 main
conda 423.6 kB | linux-64/r-agtboost-0.9.3-r44h0d4f4ea_3.conda  3 months and 10 days ago 454 main
conda 396.8 kB | win-64/r-agtboost-0.9.3-r41ha856d6a_2.conda  1 year and 4 months ago 363 main
conda 424.5 kB | osx-64/r-agtboost-0.9.3-r42hac7d2d5_2.conda  1 year and 4 months ago 151 main
conda 424.6 kB | osx-64/r-agtboost-0.9.3-r43hac7d2d5_2.conda  1 year and 4 months ago 152 main
conda 419.5 kB | linux-64/r-agtboost-0.9.3-r42ha503ecb_2.conda  1 year and 4 months ago 1028 main
conda 419.2 kB | linux-64/r-agtboost-0.9.3-r43ha503ecb_2.conda  1 year and 4 months ago 1018 main
conda 432.6 kB | win-64/r-agtboost-0.9.3-r41ha856d6a_1.tar.bz2  2 years and 14 days ago 540 main
conda 468.5 kB | osx-64/r-agtboost-0.9.3-r41h49197e3_1.tar.bz2  2 years and 14 days ago 65 main
conda 470.1 kB | osx-64/r-agtboost-0.9.3-r42h49197e3_1.tar.bz2  2 years and 14 days ago 67 main
conda 460.6 kB | linux-64/r-agtboost-0.9.3-r42h7525677_1.tar.bz2  2 years and 14 days ago 1406 main
conda 461.0 kB | linux-64/r-agtboost-0.9.3-r41h7525677_1.tar.bz2  2 years and 14 days ago 1396 main
conda 470.2 kB | osx-64/r-agtboost-0.9.3-r41h8619c4b_0.tar.bz2  2 years and 4 months ago 79 main
conda 438.3 kB | win-64/r-agtboost-0.9.3-r40ha856d6a_0.tar.bz2  2 years and 4 months ago 689 main
conda 431.8 kB | win-64/r-agtboost-0.9.3-r41ha856d6a_0.tar.bz2  2 years and 4 months ago 682 main
conda 469.9 kB | osx-64/r-agtboost-0.9.3-r40h8619c4b_0.tar.bz2  2 years and 4 months ago 78 main
conda 460.5 kB | linux-64/r-agtboost-0.9.3-r41h7525677_0.tar.bz2  2 years and 4 months ago 1722 main
conda 459.9 kB | linux-64/r-agtboost-0.9.3-r40h7525677_0.tar.bz2  2 years and 4 months ago 1680 main

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