This paper describes PMML extensions for the modular open source data analytics platform KNIME adding pre-processing support and the ability to edit existing PMML code. It is also shown how the PMML model representation in KNIME can be used within meta learning schemes such as boosting and bagging
International audienceThis paper tackles the AutoML problem, aimed to automatically select an ML alg...
This is source code, the date is the date of the initial check-in in the version control systemPML i...
Abstract. MKM has been defined as the quest for technologies to manage math-ematical knowledge. MKM ...
In this paper we describe how ensembles can be trained, modified and applied in the open source data...
License GPL (> = 2) Description The Predictive Model Markup Language (PMML) is an XML-based langu...
Abstract: The increasing of the database dimension creates many problems, especially when we need to...
KNIME (Konstanz Information Miner, [1]) is a user-friendly and comprehensive open-source data integr...
Machine learning (ML) promises great value for marketing related applications. However, the prolifer...
OpenML is an online, collaborative environment for machine learning where researchers and practition...
In the data mining process, it is necessary to prepare the source dataset - for example, to select t...
Nowadays Semantic Web is widely adopted standard of knowledge representation. Hence, knowledge engin...
The demand for performing data analysis is steadily rising. As a consequence, people of different pr...
Suggests pmml Description Allows for data to be transformed before using it to construct models. Bui...
In this paper we describe how the Predictive Model Markup Language (PMML) standard enhances the JBos...
Over the past decade, we have seen tremendous interest in the application of data mining and statist...
International audienceThis paper tackles the AutoML problem, aimed to automatically select an ML alg...
This is source code, the date is the date of the initial check-in in the version control systemPML i...
Abstract. MKM has been defined as the quest for technologies to manage math-ematical knowledge. MKM ...
In this paper we describe how ensembles can be trained, modified and applied in the open source data...
License GPL (> = 2) Description The Predictive Model Markup Language (PMML) is an XML-based langu...
Abstract: The increasing of the database dimension creates many problems, especially when we need to...
KNIME (Konstanz Information Miner, [1]) is a user-friendly and comprehensive open-source data integr...
Machine learning (ML) promises great value for marketing related applications. However, the prolifer...
OpenML is an online, collaborative environment for machine learning where researchers and practition...
In the data mining process, it is necessary to prepare the source dataset - for example, to select t...
Nowadays Semantic Web is widely adopted standard of knowledge representation. Hence, knowledge engin...
The demand for performing data analysis is steadily rising. As a consequence, people of different pr...
Suggests pmml Description Allows for data to be transformed before using it to construct models. Bui...
In this paper we describe how the Predictive Model Markup Language (PMML) standard enhances the JBos...
Over the past decade, we have seen tremendous interest in the application of data mining and statist...
International audienceThis paper tackles the AutoML problem, aimed to automatically select an ML alg...
This is source code, the date is the date of the initial check-in in the version control systemPML i...
Abstract. MKM has been defined as the quest for technologies to manage math-ematical knowledge. MKM ...