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Bagging Decision Multi

Ensemble methods improve accuracy by combining the predictions of a set of different hypothes A well-known method for generating hypothesis ensembles is Bagging One of the main drawbacks of....

Shared Ensemble Learning Using Multi

Decision tree learning is a machine learning technique that allows accurate and comprehensible models to be generated Accuracy can be improved by ensemble methods which combine the predictions of a....

(PDF) An Instantiation of Hierarchical Distance

In this work, we present an instantiation of our framework for Hierarchical Distance-based Conceptual Clustering (HDCC) using sequences, a particular kind of structured data...

César Ferri

The quality of the decisions made by a machine learning model depends on the data and the operating conditions during deployment Often, operating conditions such as class distribution and misclassification costs have changed during the time since the model was trained and evaluated...

Development of Genome

Bella A, Ferri C, Hernández-Orallo J, Ramírez-Quintana MJ On the effect of calibration in classifier combination , Create a free personal account to download free article PDFs, sign up for alerts, customize your interests, and more Get free access to newly published articl...

Technical Note: Towards ROC Curves in ,

ROC curves and cost curves are two popular ways of visualising classifier performance, finding appropriate thresholds according to the operating condition, and....

Data Mining Applications in Computer ,

Download PDF 5 downloads 39 Views 128KB Size Report Comment campaigns aimed at combating dengue, respond- ing to a , as communication campaigns Of course this , This title is available in Advances in Social Networking and Online , Sónia Pedro Sebastião and ,...

From Ensemble Methods To Comprehensible Models

Ensemble methods improve accuracy by combining the predictions of a set of dierent hypothes However, there are two important shortcomings associated with ensemble methods Huge amounts of memory are required to store a set of multiple hypotheses and, more importantly, comprehensibility of a single hypothesis is lost...

Publications of the DMIP team

Publications of the DMIP team: Documents are ordered by date (more recent first) Most PDFs are just preprints: not exactly the published version, and they can either be a preliminary version or an extended version , J Hernández-Orallo, C Ferri, N Lachiche, A Martínez-Usó, MJ Ramírez-Quintana, , See also (and download) these and ....