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Table 6 Performance of AutoML systems on the 30-benchmark datasets

From: Using meta-learning for automated algorithms selection and configuration: an experimental framework for industrial big data

System

>

<

AMLBID

19

2

TPOT

6

5

Auto-sklearn(V)

2

17

Auto-sklearn(E)

3

6

  1. We count how many times the system performs better (>) or worse (<)
  2. The best performances among all AutoML frameworks are highlighted in bold