Results 51 to 60 of about 6,176,379 (373)

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

C4.5 Decision Tree Implementation in Sistem Informasi Zakat (Sizakat) to Automatically Determining the Amount of Zakat Received by Mustahik [PDF]

, 2014
In general, Zakat Information Systems is established to manage the zakat services, so that the data can be well documented. This study proposes the existence of a feature that will determine the amount of zakat received by Mustahik automatically using C4.
Ananda, D. B. (David), Wibisono, A. (Ari)   +1 more
core   +1 more source

Intrusion detection using dynamic feature selection and fuzzy temporal decision tree classification for wireless sensor networks

IET Communications, 2020
Intrusion detection systems assume a noteworthy job in the provision of security in wireless Sensor networks. The existing intrusion detection systems focus only on the detection of the known types of attacks.
Periasamy Nancy, S. Muthurajkumar, S. Ganapathy, Sripathi Venkata Naga Santhosh Kumar, Munuswamy Selvi, Kannan Arputharaj   +5 more
semanticscholar   +1 more source

Perbandingan Decision Tree J48, REPTREE, dan Random Tree dalam Menentukan Prediksi Produksi Minyak Kelapa Sawit Menggunakan Fuzzy Tsukamoto

Jurnal Teknologi Informasi dan Ilmu Komputer, 2021
Penelitian ini menerangkan analisis decision tree J48, REPTree dan Random Tree dengan menggunakan metode fuzzy Tsukamoto dalam penentuan jumlah produksi minyak kelapa sawit di perusahaan PT Tapiana Nadenggan dengan tujuan untuk mengetahui decision tree ...
Tundo Tundo, Shofwatul 'Uyun
doaj   +1 more source

Evaluating the Impact of GINI Index and Information Gain on Classification using Decision Tree Classifier Algorithm*

, 2020
Decision tree is a supervised machine learning algorithm suitable for solving classification and regression problems. Decision trees are recursively built by applying split conditions at each node that divides the training records into subsets with ...
Suryakanthi Tangirala
semanticscholar   +1 more source

Comprehensive decision tree models in bioinformatics.

PLoS ONE, 2012
PurposeClassification is an important and widely used machine learning technique in bioinformatics. Researchers and other end-users of machine learning software often prefer to work with comprehensible models where knowledge extraction and explanation of
Gregor Stiglic, Simon Kocbek, Igor Pernek, Peter Kokol   +3 more
doaj   +1 more source

Pembentukan Model Pohon Keputusan pada Database Car Evaluation Menggunakan Statistik Chi-Square

Contemporary Mathematics and Applications (ConMathA), 2022
The study discusses problems related to the formation of a decision tree based on a collection of evaluation data records obtained from a number of car buyers. This secondary data was obtained from the UCL machine learning website.
Retno Maharesi
doaj   +1 more source

Lempel-Ziv Factorization May Be Harder Than Computing All Runs [PDF]

, 2014
The complexity of computing the Lempel-Ziv factorization and the set of all runs (= maximal repetitions) is studied in the decision tree model of computation over ordered alphabet.
Kosolobov, Dmitry
core   +3 more sources

A Detailed Review on Decision Tree and Random Forest

Bioscience Biotechnology Research Communications, 2020
The decision tree method works by repeatedly dividing the location of features into imaginary limb regions so that each imaginary location provides a basis for making a different approximation.
Bhushan Talekar
semanticscholar   +1 more source

Students' performance prediction employing Decision Tree

CTU Journal of Innovation and Sustainable Development
An optimized educational community is a must in this modern era. The intersection of educational activities and the transformative potentials of Educational Data Mining (EDM) should be traversed, highlighting the reasoning behind the importance of EDM ...
Abtahi Ahmed, Farzana Akter Nipa, Wasi Uddin Bhuyian, Khaled Md Mushfique, Kamrul Islam Shahin, Huu-Hoa Nguyen, Dewan Md. Farid   +6 more
doaj   +3 more sources