Results 21 to 30 of about 1,097,077 (239)

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

Konsep Decision Tree Reptree untuk Melakukan Optimasi Rule dalam Fuzzy Inference System Tsukamoto

Jurnal Teknologi Informasi dan Ilmu Komputer, 2022
Penelitian ini menjelaskan tentang decision tree REPTree dalam membuat suatu rule yang terbentuk dari produksi minyak kelapa sawit di PT Tapiana Nadenggan, yang dipengaruhi oleh faktor banyaknya kelapa sawit, permintaan yang ada, serta persediaan yang ...
Tundo Tundo, Shofwatul 'Uyun
doaj   +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

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

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

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

Predicting Disease-Specific Survival for Patients With Primary Cholangiocarcinoma Undergoing Curative Resection by Using a Decision Tree Model

Frontiers in Oncology, 2022
BackgroundThe aim of this study was to derive and validate a decision tree model to predict disease-specific survival after curative resection for primary cholangiocarcinoma (CCA).MethodTwenty-one clinical characteristics were collected from 482 patients
Bing Quan, Bing Quan, Miao Li, Miao Li, Shenxin Lu, Shenxin Lu, Jinghuan Li, Jinghuan Li, Wenfeng Liu, Wenfeng Liu, Feng Zhang, Feng Zhang, Rongxin Chen, Rongxin Chen, Zhenggang Ren, Zhenggang Ren, Xin Yin, Xin Yin   +17 more
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

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

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