Articles by Giuseppe Casalicchio

Training Courses for mlr: Machine Learning in R

February 27, 2018 | 0 Comments

The mlr: Machine Learning in R package provides a generic, object-oriented and extensible framework for classification, regression, survival analysis and clustering for the statistical programming language R. The package targets practitioners who want to quickly apply machine learning algorithms, as well as researchers who want to implement, benchmark, and compare ...
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OpenML Workshop 2017

August 31, 2017 | 0 Comments

What is OpenML? The field of Machine Learning has grown tremendously over the last years, and is a key component of data-driven science. Data analysis algorithms are being invented and used every day, but their results and experiments are published almost exclusively in journals or separated repositories. However, data by ... [Read more...]

Being successful on Kaggle using `mlr`

March 8, 2017 | 0 Comments

Achieving a good score on a Kaggle competition is typically quite difficult. This blog post outlines 7 tips for beginners to improve their ranking on the Kaggle leaderboards. For this purpose, I also created a Kernel for the Kaggle bike sharing comp... [Read more...]

OpenML tutorial at useR!2017 Brussels

March 1, 2017 | 0 Comments

What is OpenML? Conducting research openly and reproducibly is becoming the gold standard in academic research. Practicing open and reproducible research, however, is hard. OpenML.org (Open Machine Learning) is an online platform that aims at making t... [Read more...]

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