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Make Sure You Are Square With Your God Before Trying To Merge This
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ja-thomas committed May 14, 2018
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Expand Up @@ -23,24 +23,24 @@ and the bayesian optimization framework [mlrMBO](https://github.com/mlr-org/mlrM
# A first small benchmark


**Name** **Factors** **Numerics** **Classes** **Train instances** **Test instances**
----------------- ------------- -------------- ------------- --------------------- --------------------
Dexter 20 000 0 2 420 180
GermanCredit 13 7 2 700 300
Dorothea 100 000 0 2 805 345
Yeast 0 8 10 1 038 446
Amazon 10 000 0 49 1 050 450
Secom 0 591 2 1 096 471
Semeion 256 0 10 1 115 478
Car 6 0 4 1 209 519
Madelon 500 0 2 1 820 780
KR-vs-KP 37 0 2 2 237 959
Abalone 1 7 28 2 923 1 254
Wine Quality 0 11 11 3 425 1 469
Waveform 0 40 3 3 500 1 500
Gisette 5 000 0 2 4 900 2 100
Convex 0 784 2 8 000 50 000
Rot. MNIST + BI 0 784 10 12 000 50 000
|**Name** | **Factors**| **Numerics**| **Classes**| **Train instances**| **Test instances**
|-----------------|-------------|--------------|-------------|---------------------|--------------------
|Dexter | 20 000| 0| 2| 420| 180
|GermanCredit | 13| 7| 2| 700| 300
|Dorothea | 100 000| 0| 2| 805| 345
|Yeast | 0| 8| 10| 1 038| 446
|Amazon | 10 000| 0| 49| 1 050| 450
|Secom | 0| 591| 2| 1 096| 471
|Semeion | 256| 0| 10| 1 115| 478
|Car | 6| 0| 4| 1 209| 519
|Madelon | 500| 0| 2| 1 820| 780
|KR-vs-KP | 37| 0| 2| 2 237| 959
|Abalone | 1| 7| 28| 2 923| 1 254
|Wine Quality | 0| 11| 11| 3 425| 1 469
|Waveform | 0| 40| 3| 3 500| 1 500
|Gisette | 5 000| 0| 2| 4 900| 2 100
|Convex | 0| 784| 2| 8 000| 50 000
|Rot. MNIST + BI | 0| 784| 10| 12 000| 50 000

Datasets used for the comparison benchmark of autoxgboost, Auto-WEKA and auto-sklearn.

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