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Stunting Classification in Children\u0027s Measurement Data Using Machine Learning Models Image
Journal article

Stunting Classification in Children's Measurement Data Using Machine Learning Models

The study conducted a stunting classification of measurement data for children under 5 years old. The dataset has attributes such as: gender, age, weight (BB), height (TB), weight / height (BBTB), weight / age (BBU), and height / age (TBU). The research uses the CRISP-DM methodology in processing the data. The data were tested on several classification models, namely: logistic regression (LR), linear discriminant analysis (LDA), quadratic discriminant analysis (QDA), k-nearest neighbor (KNN), classification and regression trees (CART), nave bayes (NB), support vector machine - linear kernel (SVM-Linear), support vector machine - rbf kernel (SVM-RBF), random forest classifier (RPC), adaboost (ADA), and neural network (MLPC). These models were tested on the dataset to find out the best model in accuracy. The test results show that SVM-RBF produces an accuracy of 78%. SVM-RBF has consistently been at the highest accuracy in several tests. Testing through k-fold cross validation with k=10.
The Bioassay Guided Screening of Cryptolepis Extracts for Onward Synthesis of Nano Ferrites Image
Journal article

The Bioassay Guided Screening of Cryptolepis Extracts for Onward Synthesis of Nano Ferrites

In this study, various leaves and stem organic extracts were prepared using the solvents viz., n-hexane, ethyl acetate, ethanol and water, separately. Different phytochemical test for alkaloids, carbohydrates, oils, amino acids and others were performed to determine their presence in the extracts. These plant extracts were used for screening of sample via UV and HPLC techniques to compare the wavelength and absorbance, and retention time on chromatogram by extracts, respectively. The surface properties and size of nickel-zinc nano ferrites were evaluated by Energy-dispersive X-ray spectroscopy (EDX) and Scanning Electron Microscopy (SEM). The former, showed the presence of nickel (Ni) and zinc (Zn) weighing 4.27⁒ of N ,6.89⁒ of C and 35.5⁒ of O in the sample which confirmed the presence of nano ferrites in leaves and stem of C. buchanani.
Mole Robot (MolBot): Development of Pipe Damage Detector Robot. Image
Mole Robot (MolBot): Development of Pipe Damage Detector Robot. Image
Journal article

Mole Robot (MolBot): Development of Pipe Damage Detector Robot.

Four Junction Traffic Light Controller Using PLC (S7\u002D200) Image
Four Junction Traffic Light Controller Using PLC (S7\u002D200) Image
Journal article

Four Junction Traffic Light Controller Using PLC (S7-200)

Disarankan Untuk Anda
Automating Estimation of Battery State of Charge Using Experimental Data in MatLab Image
Journal article

Automating Estimation of Battery State of Charge Using Experimental Data in MatLab

This paper explains how to estimate the state of charge (SOC) of a battery using implementation of characteristics governing equations and and lookup table. Look up table containing experimental data like charging resistance, discharging resistance and battery voltage in an excel sheet. Estimation of state of charge as a function of voltage is simulated with the help of experimental data in the form of lookup table in Matlab simulink and mscript. A 4V battery was charged and discharged at a 2.3 ampere for an hour. Matlab simulunk model with m.scipt is developed to determine terminal voltage and state of charge is obtained at any given time.
Reducing GHG and NOx Pollutant Emissions by Hydrogen Burning with Technical Oxygen Image
Journal article

Reducing GHG and NOx Pollutant Emissions by Hydrogen Burning with Technical Oxygen

Unconventionally Made\u002DCellular Glass Aggregate Image
Journal article

Unconventionally Made-Cellular Glass Aggregate

Review of Custom Grids for Updated Vehicles on VANET Simulators Image
Journal article

Review of Custom Grids for Updated Vehicles on VANET Simulators

Unconventional Technique for Producing Borosilicate Glass Foam Image
Journal article

Unconventional Technique for Producing Borosilicate Glass Foam

Reducing GHG and NOx Pollutant Emissions by Hydrogen Burning with Technical Oxygen Image
Reducing GHG and NOx Pollutant Emissions by Hydrogen Burning with Technical Oxygen Image
Journal article

Reducing GHG and NOx Pollutant Emissions by Hydrogen Burning with Technical Oxygen

Unconventionally Made\u002DCellular Glass Aggregate Image
Unconventionally Made\u002DCellular Glass Aggregate Image
Journal article

Unconventionally Made-Cellular Glass Aggregate

Review of Custom Grids for Updated Vehicles on VANET Simulators Image
Review of Custom Grids for Updated Vehicles on VANET Simulators Image
Journal article

Review of Custom Grids for Updated Vehicles on VANET Simulators

Unconventional Technique for Producing Borosilicate Glass Foam Image
Unconventional Technique for Producing Borosilicate Glass Foam Image
Journal article

Unconventional Technique for Producing Borosilicate Glass Foam

Journal article

Hydroelectric Power Plant Design with Hydraulic Pump System

Hydroelectric Power Plant Design with Hydraulic Pump System Image
Journal article

Ultra-light Colorless and Green Glass Foam Produced by Microwave Radiation

Ultra\u002Dlight Colorless and Green Glass Foam Produced by Microwave Radiation Image
Journal article

Development of A Model for the Establishment of A Hydro Electric Power Generating Plant

Development of A Model for the Establishment of A Hydro Electric Power Generating Plant Image
Journal article

Prediction of Gaseous Attenuation of Satellite Signal in Nigeria

Prediction of Gaseous Attenuation of Satellite Signal in Nigeria Image
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