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Zero-shot AutoML (#468)

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* Prepare for release

Co-authored-by: Moe Kayali <t-moekayali@microsoft.com>

* bug fix

* improve doc and code quality

Co-authored-by: Qingyun Wu
This commit is contained in:
Chi Wang
2022-03-01 15:39:09 -08:00
committed by GitHub
parent 01ca0422ea
commit df01031cfe
102 changed files with 10873 additions and 9 deletions
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test/default/all/metafeatures.csv Normal file
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Dataset,NumberOfInstances,NumberOfFeatures,NumberOfClasses,PercentageOfNumericFeatures
2dplanes,36691,10,0,1.0
adult,43957,14,2,0.42857142857142855
Airlines,485444,7,2,0.42857142857142855
Albert,382716,78,2,0.3333333333333333
Amazon_employee_access,29492,9,2,0.0
bng_breastTumor,104976,9,0,0.1111111111111111
bng_pbc,900000,18,0,0.5555555555555556
car,1555,6,4,0.0
connect-4,60801,42,3,0.0
dilbert,9000,2000,5,1.0
Dionis,374569,60,355,1.0
poker,922509,10,0,1.0
1 Dataset NumberOfInstances NumberOfFeatures NumberOfClasses PercentageOfNumericFeatures
2 2dplanes 36691 10 0 1.0
3 adult 43957 14 2 0.42857142857142855
4 Airlines 485444 7 2 0.42857142857142855
5 Albert 382716 78 2 0.3333333333333333
6 Amazon_employee_access 29492 9 2 0.0
7 bng_breastTumor 104976 9 0 0.1111111111111111
8 bng_pbc 900000 18 0 0.5555555555555556
9 car 1555 6 4 0.0
10 connect-4 60801 42 3 0.0
11 dilbert 9000 2000 5 1.0
12 Dionis 374569 60 355 1.0
13 poker 922509 10 0 1.0