Sílvio B. Melo

According to our database, Sílvio B. Melo authored at least 5 papers between 2016 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

A geometric proof of the equivalence between AUC_ROC and Gini index area metrics for binary classifier performance assessment.

Paulo J. L. Adeodato, Sílvio B. Melo

Proceedings of the International Joint Conference on Neural Networks, 2022

Kolmogorov-Smirnov and ROC curve metrics for binary classification performance assessment are equivalent.

Paulo J. L. Adeodato, Sílvio B. Melo

Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021

An Optimized Training Dynamic for Data Streams.

Sylvia E. C. B. H. Victor, Sílvio B. Melo, Bruno Iran Ferreira Maciel

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

2016

On the equivalence between Kolmogorov-Smirnov and ROC curve metrics for binary classification.

Paulo J. L. Adeodato, Sílvio B. Melo

CoRR, 2016

Equivalência entre a Área sob a Curva Kolmogorov-Smirnov e o Índice de Gini na Avaliação de Desempenho de Decisões Binárias.

Paulo J. L. Adeodato, Sílvio B. Melo

Proceedings of the 31º Simpósio Brasileiro de Banco de Dados, 2016