The present study was done in order to simulate the flash-flood susceptibility across the Suha river basin in Romania using a number of 3 hybrid models and fuzzy-AHP multicriteria …
Although few performance evaluation instruments have been used conventionally in different machine learning-based classification problem domains, there are numerous ones …
G Canbek - Wiley Interdisciplinary Reviews: Data Mining and …, 2022 - Wiley Online Library
This article emphasizes comprehending the “Garbage In, Garbage Out”(GIGO) rationale and ensuring the dataset quality in Machine Learning (ML) applications to achieve high and …
Confusion matrix is a useful and comprehensive presentation of the classifier performance. It is commonly used in the evaluation of multi-class, single-label classification models, where …
The present study aims to enrich the specialized literature by proposing and calculating a new flash-flood propagation susceptibility index (FFPSI). Thus, firstly the Flash-Flood …
CY Wang, JJH Lin - Computers in Human Behavior, 2023 - Elsevier
Analyzing the self-regulatory process of complex science learning is a serious challenge as it takes considerable time to train coders and do real-time assessment of a learner's …
It is difficult to predict and model with an accurate model the floods, that are one of the most destructive risks across the earth's surface. The main objective of this research is to show the …
This paper proposes a systematic benchmarking method called BenchMetrics to analyze and compare the robustness of binary classification performance metrics based on the …
N Nnamoko, A Hussain… - 2018 IEEE Congress on …, 2018 - ieeexplore.ieee.org
An exploratory research is presented to gauge the impact of feature selection on heterogeneous ensembles. The task is to predict diabetes onset with healthcare data …