Results 41 to 50 of about 1,054,775 (163)

Implementasi Algoritma Ant Tree Miner Untuk Klasifikasi Jenis Fauna

Infotekmesin: Media Komunikasi Ilmiah Politeknik Cilacap, 2021
Classification is a field of data mining that has many methods, one of them is decision tree. Decision tree is proven to be able to classify many kinds of data such as image data and time series data.
Yunita Ardilla, Wilda Imama Sabilla, Nurissaidah Ulinnuha   +2 more
doaj   +1 more source

Decision tree-based Design Defects Detection

IEEE Access, 2021
Design defects affect project quality and hinder development and maintenance. Consequently, experts need to minimize these defects in software systems. A promising approach is to apply the concepts of refactoring at higher level of abstraction based on ...
Mohamed Maddeh, Sarra Ayouni, Sultan Alyahya, Fahima Hajjej   +3 more
doaj   +1 more source

Multivariate decision trees [PDF]

Machine Learning, 1995
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Carla E. Brodley, Paul E. Utgoff
openaire   +3 more sources

Assessing Decision Tree Stability: A Comprehensive Method for Generating a Stable Decision Tree

IEEE Access
Objectives: This paper proposes a novel stability metric for decision trees that does not rely on the elusive notion of tree similarity. Existing stability metrics have been constructed in a pairwise fashion to assess the tree similarity between two ...
Jeongeon Lee, Min Kyu Sim, Jung-Sik Hong
doaj   +1 more source

Boosted Decision Trees

, 2022
46 pages, 12 figures.
openaire   +3 more sources

Optimization of the Decision Tree Method using Pruning on Liver Disease Classification

Journal of Applied Informatics and Computing, 2022
The amount of data about liver disease can be used to become information that can be extracted using the decision tree data mining method. However, there is a weakness in the decision tree method, namely over-fitting the resulting tree can produce a good
Anindya Khrisna Wardhani, Ega Nugraha, Qonita Ulfiana   +2 more
doaj   +1 more source

Inducing safer oblique trees without costs [PDF]

, 2005
Decision tree induction has been widely studied and applied. In safety applications, such as determining whether a chemical process is safe or whether a person has a medical condition, the cost of misclassification in one of the classes is significantly ...
Althoff K., Bennett K.P., Bennett K.P., Berry M., Blake C., Bradford J., Breiman L., Cohen R., Domingos P., Elkan C., Elomaa T., Fan W., Grefenstette J., Knoll U., Kolodner J., Morrison D., Norusis M., Nunez M., Pazzani M., Provost F.J., Provost F.J., Quinlan J.R., Quinlan J.R., Sunil Vadera, Tan M., Ting K., Turney P., Vadera S.   +27 more
core   +2 more sources

Statistical analysis of various splitting criteria for decision trees

Journal of Algorithms & Computational Technology, 2023
Decision trees are frequently used to overcome classification problems in the fields of data mining and machine learning, owing to their many perks, including their clear and simple architecture, excellent quality, and resilience.
Fadwa Aaboub, Hasna Chamlal, Tayeb Ouaderhman   +2 more
doaj   +1 more source

Decision Tree Learning untuk Penentuan Jalur Kelulusan Mahasiswa [PDF]

, 2016
Jalur kelulusan merupakan hal penentu seorang mahasiswa untuk memperoleh gelar jenjang pendidikan strata satu pada sebuah Perguruan Tinggi. Penelitian ini bertujuan untuk mengetahui pemanfaatan algoritma ID3 dalam penentu jalur kelulusan serta ...
Ariestya, W. W. (Winda), Praptiningsih, Y. E. (Yulia), Supriatin, W. (Wahyu)   +2 more
core   +1 more source

Very Fast C4.5 Decision Tree Algorithm

Applied Artificial Intelligence, 2018
This paper presents a novel algorithm so-called VFC4.5 for building decision trees. It proposes an adaptation of the way C4.5 finds the threshold of a continuous attribute. Instead of finding the threshold that maximizes gain ratio, the paper proposes to
Anis Cherfi, Kaouther Nouira, Ahmed Ferchichi   +2 more
doaj   +1 more source