4 citations · 6 across the 5 of their papers we have counts for
Showing 2014Show all
3 papers · 1 filter
cs.LG2014
Distributed Decision Trees
Ozan İrsoy, Ethem Alpaydın
Recently proposed budding tree is a decision tree algorithm in which every node is part internal node and part leaf. This allows representing every decision tree in a continuous pa…
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…