Ensemble of decision tree reveals potential miRNA-disease associations
PLoS Comput. Biol., 2019 In recent years, increasing associations between microRNAs (miRNAs) and human diseases have been identified. Based on accumulating biological data, many computational models for potential miRNA-disease associations inference have been developed, which ...
Xing Chen, Chi-Chi Zhu, Jun Yin
semanticscholar +1 more source
Decision tree SVM model with Fisher feature selection for speech emotion recognition
EURASIP Journal on Audio, Speech, and Music Processing, 2019 The overall recognition rate will reduce due to the increase of emotional confusion in multiple speech emotion recognition. To solve the problem, we propose a speech emotion recognition method based on the decision tree support vector machine (SVM) model
Linhui Sun, Sheng Fu, Fu Wang
semanticscholar +1 more source
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 +2 more
doaj +1 more source
A comparative evaluation of deep and shallow approaches to the automatic detection of common grammatical errors [PDF]
, 2007 This paper compares a deep and a shallow processing approach to the problem of classifying a sentence as grammatically wellformed or ill-formed. The deep processing approach uses the XLE LFG parser and English grammar: two versions are presented, one ...
Foster, Jennifer +2 more
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Decision Tree-Based Data Stratification Method for the Minimization of the Masking Effect in Adverse Drug Reaction Signal Detection [PDF]
, 2021 Jianxiang Wei +4 more
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Battery Performance Evaluation through Decision Tree
JISA (Jurnal Informatika dan Sains)This study addresses the pervasive concern surrounding battery performance degradation in electronic devices. While some attribute this decline to device aging, a significant portion of the population lacks awareness of the precise factors contributing ...
Jevelin Jevelin +2 more
doaj +1 more source
ANALYZING BIG DATA WITH DECISION TREES [PDF]
, 2014 ANALYZING BIG DATA WITH DECISION ...
Leong, Lok Kei
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Decision Tree Classifiers for Star/Galaxy Separation
, 2010 We study the star/galaxy classification efficiency of 13 different decision tree algorithms applied to photometric objects in the Sloan Digital Sky Survey Data Release Seven (SDSS DR7). Each algorithm is defined by a set of parameters which, when varied,
Abazajian +39 more
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Determination of rearing practices combinations increasing the carcase weight according to the heifers slaughter age by the decision tree method [PDF]
, 2021 Valérie Monteils +2 more
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Deteksi Sleep Apnea Menggunakan Metode Decision Tree dengan Fitur Statistik RR Interval [PDF]
, 2022 Subairi Subairi +5 more
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