Results 21 to 30 of about 1,307,990 (175)

Multi-test Decision Tree and its Application to Microarray Data Classification [PDF]

, 2014
Objective: The desirable property of tools used to investigate biological data is easy to understand models and predictive decisions. Decision trees are particularly promising in this regard due to their comprehensible nature that resembles the ...
Armstrong, Berzal, Breiman, Breiman, Breiman, Brodley, Brown, Brown, Che, Chen, Cohen, Cordell, Cowell, Czajkowski, Demsar, Dettling, Diaz-Uriarte, Dramiński, Fayyad, Freund, Freund, Ge, Golub, Grześ, Hall, Hastie, Hu, Kuo, Li, Marcin Czajkowski, Marek Grześ, Marek Kretowski, Murthy, Murthy, Pagallo, Qu, Quinlan, Robnik-Siikonja, Rokach, Rokach, Sebastiani, Shalev-Shwartz, Shi, Tan, Tan, Wold, Yeoh   +46 more
core   +1 more source

Learning from the machine: interpreting machine learning algorithms for point- and extended- source classification [PDF]

, 2017
We investigate star-galaxy classification for astronomical surveys in the context of four methods enabling the interpretation of black-box machine learning systems.
Bacon, David, Hoyle, Ben, Morice-Atkinson, Xan   +2 more
core   +2 more sources

Machine Learning Decision Tree Models for Differentiation of Posterior Fossa Tumors Using Diffusion Histogram Analysis and Structural MRI Findings. [PDF]

, 2020
We applied machine learning algorithms for differentiation of posterior fossa tumors using apparent diffusion coefficient (ADC) histogram analysis and structural MRI findings.
Aboian, Mariam, Cha, Soonmee, Payabvash, Seyedmehdi, Tihan, Tarik   +3 more
core   +1 more source

Boosted Decision Trees

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

Geometric Decision Tree

IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics), 2012
Licensed copy is available on IEEE ...
Manwani, N, Sastry, PS
openaire   +3 more sources

Efficient privacy-preserving decision tree classification protocol

Tongxin xuebao, 2021
To provide privacy-preserving decision tree classification services in the Internet of things (IoT) big data scenario, an efficient privacy-preserving decision tree classification protocol was proposed by adopting the secure multiparty computation ...
Lichuan MA, Jiayi PENG, Qingqi PEI, Haojin ZHU   +3 more
doaj   +2 more sources

Privacy-preserving decision tree for epistasis detection

Cybersecurity, 2019
The interaction between gene loci, namely epistasis, is a widespread biological genetic phenomenon. In genome-wide association studies(GWAS), epistasis detection of complex diseases is a major challenge. Although many approaches using statistics, machine
Qingfeng Chen, Xu Zhang, Ruchang Zhang
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

Reconstructing decision trees

, 2020
To appear in ICALP ...
Blanc, Guy, Lange, Jane, Tan, Li-Yang
openaire   +4 more sources

Decision Support System Improving the Interpretability of Generated Tree-Based Models

Acta Electrotechnica et Informatica, 2022
A decision tree represents one of the most used data analysis methods for classification tasks. The generated decision models can be visualized as a graph, but this visualization is quite complicated for a domain expert to understand in large or ...
Klimonová Diana, Anderková Viera, Babič František, Majnaric Ljiljana Trtica   +3 more
doaj   +1 more source