2 papers
cs.LG2014
Autoencoder Trees
Ozan İrsoy, Ethem Alpaydın
We discuss an autoencoder model in which the encoding and decoding functions are implemented by decision trees. We use the soft decision tree where internal nodes realize soft mult…
stat.ML2014
Multivariate Comparison of Classification Algorithms
Olcay Taner Yildiz, Ethem Alpaydin
Statistical tests that compare classification algorithms are univariate and use a single performance measure, e.g., misclassification error, measure, AUC, and so on. In multiva…