TY - GEN 
AU - Mohr F.
AU - Wever M.
AU - Tornede A.
AU - Hullermeier E.
PY - 2021
SN - 1628828
UR - http://hdl.handle.net/10818/62615
AB - Automated machine learning (AutoML) seeks to automatically find so-called machine learning pipelines that maximize the prediction performance when being used to train a model on a given dataset. One of the main and yet open challenges in AutoMLis an...
AB - El aprendizaje automatico automatizado (AutoML) busca encontrar automaticamente los llamados canales de aprendizaje automatico que maximizan el rendimiento de la prediccion cuando se utilizan para entrenar un modelo en un conjunto de datos...
LA - eng
PB - IEEE Transactions on Pattern Analysis and Machine Intelligence
KW - Forecasting
KW - Machine learning
KW - Automated machines
KW - Computational resources
KW - Offline
KW - Prediction performance
KW - Runtime models
TI - Predicting Machine Learning Pipeline Runtimes in the Context of Automated Machine Learning
DO - 10.1109/TPAMI.2021.3056950
ER -