AutoML Design Decisions

A Micro Analysis for the Design Decisions of the AutoML Process

This project is maintained by DataSystemsGroupUT

Results

Impact of Meta-learning

meta1 meta2 meta3 meta4

Impact of Ensembling

ensem1 ensem2 ensem3 ensem4

Impact of Combined Meta-Learning and Ensembling

comb1 comb2 comb3 comb4

Impact of Time Budget

time time time time time time

time time time time time time

time time time time time time

time time time time time time

Impact of Search Space

size