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Supplementary Material to: "MLBench: Benchmarking Machine Learning Services Against Human Experts"
(2018)Modern machine learning services and systems are complicated data systems — the process of designing such systems is an art of compromising between functionality, performance, and quality. Providing different levels of system supports for different functionalities, such as automatic feature engineering, model selection and ensemble, and hyperparameter tuning, could improve the quality, but also introduce additional cost and system complexity. ...Dataset -
Drosophila suzukii in Swiss plum production- Data from a survey on risk management strategies in 2016, 2017, 2018
(2018)The here presented dataset is based on a survey that was conducted with Swiss plum growers in 2016,2017 and 2018, with the specific aim to identify risk management strategies taken in response to Drosophila suzukii as well as to survey perceived infestation levels and harvest losses.Dataset -
Drosophila suzukii in Swiss cherry production- Data from a survey on risk management strategies in 2017 and 2018
(2018)The here presented dataset is based on a survey that was conducted with Swiss cherry growers in 2017 and 2018, with the specific aim to identify risk management strategies taken in response to Drosophila suzukii as well as to survey perceived infestation levels and harvest losses.Dataset -
Drosophila suzukii in Swiss grape production – Data from a survey on risk management strategies in 2017
(2018)The here presented dataset is based on a survey that was conducted with Swiss grape growers with the specific aim to identify risk management strategies taken in response to Drosophila suzukii as well as to survey perceived infestation levels and harvest losses. The survey was conducted in December 2017 and questions were related to the grape harvest of 2017 with in total 331 responses. Farm and farmers’ characteristics were collected and ...Dataset -
Drosophila suzukii in Swiss cherry production – Data from a survey on risk management strategies in 2018
(2018)The here presented dataset is based on a survey that was conducted with Swiss cherry growers with the specific aim to identify risk management strategies taken in response to Drosophila suzukii as well as to survey perceived infestation levels and harvest losses. The survey was conducted in November 2018, with a total response of 109 participants. Farm and farmers’ characteristics were collected and risk preferences elicited.Dataset -
Drosophila suzukii in Swiss plum production – Data from a survey on risk management strategies in 2017
(2018)The here presented dataset is based on a survey that was conducted with Swiss plum growers with the specific aim to identify risk management strategies taken in response to Drosophila suzukii as well as to survey perceived infestation levels and harvest losses. The survey was conducted from mid-November 2017 to mid-January 2018 and questions were related to the plum harvest of 2017 with in total 74 responses. Farm and farmers’ characteristics ...Dataset