cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.12115764
title: behavioral raw data V 1.0 - Economical Assessment of Working Memory and Response Inhibition in ADHD.7z

description: This study aims to validate a combined <i>n</i>-back/nogo paradigm by comparing it to single task versions and to demonstrate its applicability for ADHD research. Twenty-five healthy individuals and 34 ADHD patients between 9 and 16 years participated in this ERP study. Healthy controls underwent single task versions of a 2-back working memory task and a go/nogo response inhibition task as well as the introduced combined 2-back/nogo task.<br>This file contains the raw behavioral data.<br>
DOI: 10.6084/m9.figshare.12115758
title: Figure 5

description: <b>Figure 5 and Figure 5I PDFs: </b>Uncropped blots used in final figures. <b>Figure 5A-J file: </b>Sheet 1 (<b>b</b>): Western blot densitometric quantification for membrane bound APP. Total APP, and protein levels of C-terminal fragments (α and β) raw densitometry and quantification of protein levels relative to full length APP, presented as percentage of total full-length APP [Signal intensity of the α or β fragment/signal intensity of full-length APP] × 100). Sheet 2 (<b>d</b>): raw densitometry values for BACE1 in cortical tissue from 3-5-month old 5xFAD and TgA-5xFAD mice. Sheet 3 (<b>f</b>): Raw densitometric quantification of protein levels of Aβ-degrading enzyme, matrix-metalloproteinase-2 (MMP-2). Sheet 4 (<b>h</b>): Raw densitometry and quantification for Aβ-degrading enzyme neprilysin. Sheet 5 (<b>j)</b>: Raw analyses for Aβ-degrading enzyme, Insulin-degrading enzyme (IDE).
DOI: 10.6084/m9.figshare.12115758.v1
title: Figure 5

description: <b>Figure 5 and Figure 5I PDFs: </b>Uncropped blots used in final figures. <b>Figure 5A-J file: </b>Sheet 1 (<b>b</b>): Western blot densitometric quantification for membrane bound APP. Total APP, and protein levels of C-terminal fragments (α and β) raw densitometry and quantification of protein levels relative to full length APP, presented as percentage of total full-length APP [Signal intensity of the α or β fragment/signal intensity of full-length APP] × 100). Sheet 2 (<b>d</b>): raw densitometry values for BACE1 in cortical tissue from 3-5-month old 5xFAD and TgA-5xFAD mice. Sheet 3 (<b>f</b>): Raw densitometric quantification of protein levels of Aβ-degrading enzyme, matrix-metalloproteinase-2 (MMP-2). Sheet 4 (<b>h</b>): Raw densitometry and quantification for Aβ-degrading enzyme neprilysin. Sheet 5 (<b>j)</b>: Raw analyses for Aβ-degrading enzyme, Insulin-degrading enzyme (IDE).
DOI: 10.6084/m9.figshare.12115746
title: dataset V 1.0 - Economical Assessment of Working Memory and Response Inhibition in ADHD

description: This study aims to validate a combined <i>n</i>-back/nogo paradigm by comparing it to single task versions and to demonstrate its applicability for ADHD research. Twenty-five healthy individuals and 34 ADHD patients between 9 and 16 years participated in this ERP study. Healthy controls underwent single task versions of a 2-back working memory task and a go/nogo response inhibition task as well as the introduced combined 2-back/nogo task.<br>This file contains the dataset of this study.<br>
DOI: 10.6084/m9.figshare.12115716
title: Figure 4

description: <b>PDF file: </b>Uncropped blots used in final figures for PSD95, synaptophysin and actin loading control in 5xFAD and TgA-5xFAD male mice 3-5 months old. <b>Figure 4 </b>Sheet 1<b> </b>(<b>b</b>)<b>: </b>Silver staining (20 x magnification) quantification of number of silver particles (analyzed from thresholded image) across the whole hippocampus 5xFAD and TgA-5xFAD mice. Three-four sagittal sections from at least four 5xFAD or TgA-5xFAD mice were used for all staining and immunostaining experiments. <b>Figure 4 </b>Sheet 2 and 3 (<b>d </b>and <b>e</b>)<b>:</b> Raw densitometric quantifications of synaptic markers PSD95 (sheet 1) and synaptophysin (sheet 2) in cortical lysates from 3-5-month old 5xFAD and TgA-5xFAD male mice densitometric quantification normalized to actin loading control. <b>Figure 4 </b>Sheet 4 (<b>g</b>)<b>: </b>Raw data for percent area quantification of cleaved caspase-3 immunofluorescence percent area across the hippocampus. <b>Figure 4 </b>Sheet 5 and Sheet 6: <b>h</b> Percentage time spent in each quadrant searching for removed escape platform in the Morris water maze in the probe trial (after 4 days of training to find an escape platform). Mice were given 60 s to explore the pool. Two days following the Probe trial, animals were put on the “Reversal” phase of the task, in which the target platform was placed in a different quadrant. Animals were trained for four days then memory was probed again and is denoted as the <b>i </b>Reversal probe. T= Target, O= quadrant Opposite to target quadrant, L= quadrant to the Left of the target quadrant, R= quadrant to the Right of the target quadrant.
DOI: 10.6084/m9.figshare.12115716.v1
title: Figure 4

description: <b>PDF file: </b>Uncropped blots used in final figures for PSD95, synaptophysin and actin loading control in 5xFAD and TgA-5xFAD male mice 3-5 months old. <b>Figure 4 </b>Sheet 1<b> </b>(<b>b</b>)<b>: </b>Silver staining (20 x magnification) quantification of number of silver particles (analyzed from thresholded image) across the whole hippocampus 5xFAD and TgA-5xFAD mice. Three-four sagittal sections from at least four 5xFAD or TgA-5xFAD mice were used for all staining and immunostaining experiments. <b>Figure 4 </b>Sheet 2 and 3 (<b>d </b>and <b>e</b>)<b>:</b> Raw densitometric quantifications of synaptic markers PSD95 (sheet 1) and synaptophysin (sheet 2) in cortical lysates from 3-5-month old 5xFAD and TgA-5xFAD male mice densitometric quantification normalized to actin loading control. <b>Figure 4 </b>Sheet 4 (<b>g</b>)<b>: </b>Raw data for percent area quantification of cleaved caspase-3 immunofluorescence percent area across the hippocampus. <b>Figure 4 </b>Sheet 5 and Sheet 6: <b>h</b> Percentage time spent in each quadrant searching for removed escape platform in the Morris water maze in the probe trial (after 4 days of training to find an escape platform). Mice were given 60 s to explore the pool. Two days following the Probe trial, animals were put on the “Reversal” phase of the task, in which the target platform was placed in a different quadrant. Animals were trained for four days then memory was probed again and is denoted as the <b>i </b>Reversal probe. T= Target, O= quadrant Opposite to target quadrant, L= quadrant to the Left of the target quadrant, R= quadrant to the Right of the target quadrant.
DOI: 10.6084/m9.figshare.12115686
title: Detailed statistical information about the co-occurrence map

description: Detailed statistical information about the co-occurrence map
DOI: 10.6084/m9.figshare.12115689
title: faded_train_003.tar.gz

description: 3/8 train faded captcha data
DOI: 10.6084/m9.figshare.12115704
title: Figure 2

description: Uncropped blots used in final figures (pdf) and raw data for Western blot densitometric quantifications using BioRad ImageLab software for brain tissue lysates from 3-5 month old 5xFAD and TgA-5xFAD male mice. Excel files (separate sheet for each protein quantified: STI1 (A), Hsp90beta (B), Hsp70 (C) relative to actin loading control for each respective membrane). <br><br><b>Fig. 2 </b>Elevated levels of STI1 and Hsp90β in STI1 overexpressing 5xFAD mice (TgA-5xFAD).<b> a </b>Representative immunoblots from hippocampal lysates obtained from 3-5-month-old male 5xFAD and TgA-5xFAD mice for STI1. Sheet 1 <b>b </b>Protein levels of STI1 relative to actin and normalized to 5xFAD control. <b>c </b>Representative immunoblots and quantification from hippocampal lysates obtained from 3-5-month-old male 5xFAD and TgA-5xFAD mice for (Sheet 2) <b>d</b> Hsp90β (previously shown to be increased in plain TgA mice) and (Sheet 3) <b>e</b> Hsp70. <br>
DOI: 10.6084/m9.figshare.12115713
title: Figure 3

description: <b> Fig. 3 </b>Increased amyloidosis in young male 5xFAD mice overexpressing Hsp90 co-chaperone STI1.<b> </b>Sheet 1 <b>b </b>quantification of average area fraction (% area) of Congo Red staining across the whole hippocampus in 3-5-month-old male 5xFAD and TgA-5xFAD mice. Sheet 2 <b>d</b><b> </b>quantification of average percent area of the whole hippocampus with Thioflavin S staining. Sheet 3 <b>f</b> quantification of average percent area across the whole hippocampus with Aβ immunofluorescence. Concentration (ng/mg) of Tris Soluble (Sheet 4) <b>g</b>, and Guanidinium hydrochloride Insoluble <b>h </b>(Sheet 5),<b> </b>Human Aβ<sub>1-42</sub> in cortex (1 hemisphere) from 3-5-month old 5xFAD and TgA-5xFAD male mice.
DOI: 10.6084/m9.figshare.12115713.v1
title: Figure 3

description: <b> Fig. 3 </b>Increased amyloidosis in young male 5xFAD mice overexpressing Hsp90 co-chaperone STI1.<b> </b>Sheet 1 <b>b </b>quantification of average area fraction (% area) of Congo Red staining across the whole hippocampus in 3-5-month-old male 5xFAD and TgA-5xFAD mice. Sheet 2 <b>d</b><b> </b>quantification of average percent area of the whole hippocampus with Thioflavin S staining. Sheet 3 <b>f</b> quantification of average percent area across the whole hippocampus with Aβ immunofluorescence. Concentration (ng/mg) of Tris Soluble (Sheet 4) <b>g</b>, and Guanidinium hydrochloride Insoluble <b>h </b>(Sheet 5),<b> </b>Human Aβ<sub>1-42</sub> in cortex (1 hemisphere) from 3-5-month old 5xFAD and TgA-5xFAD male mice.
DOI: 10.6084/m9.figshare.12115686.v1
title: Detailed statistical information about the co-occurrence map

description: Detailed statistical information about the co-occurrence map
DOI: 10.6084/m9.figshare.12115704.v1
title: Figure 2

description: Uncropped blots used in final figures (pdf) and raw data for Western blot densitometric quantifications using BioRad ImageLab software for brain tissue lysates from 3-5 month old 5xFAD and TgA-5xFAD male mice. Excel files (separate sheet for each protein quantified: STI1 (A), Hsp90beta (B), Hsp70 (C) relative to actin loading control for each respective membrane). <br><br><b>Fig. 2 </b>Elevated levels of STI1 and Hsp90β in STI1 overexpressing 5xFAD mice (TgA-5xFAD).<b> a </b>Representative immunoblots from hippocampal lysates obtained from 3-5-month-old male 5xFAD and TgA-5xFAD mice for STI1. Sheet 1 <b>b </b>Protein levels of STI1 relative to actin and normalized to 5xFAD control. <b>c </b>Representative immunoblots and quantification from hippocampal lysates obtained from 3-5-month-old male 5xFAD and TgA-5xFAD mice for (Sheet 2) <b>d</b> Hsp90β (previously shown to be increased in plain TgA mice) and (Sheet 3) <b>e</b> Hsp70. <br>
DOI: 10.6084/m9.figshare.12115671
title: faded_train_002.tar.gz

description: 4 letter captcha train data 2/8
DOI: 10.6084/m9.figshare.12115662
title: Detailed statistics for Figure 1 and 2 and Table 2

description: Detailed statistics for Figure 1 and 2 and Table 2
DOI: 10.6084/m9.figshare.12115656
title: faded_train_001.tar.gz

description: CAPTCHA data 1/8 for training set
DOI: 10.6084/m9.figshare.12115662.v1
title: Detailed statistics for Figure 1 and 2 and Table 2

description: Detailed statistics for Figure 1 and 2 and Table 2
DOI: 10.6084/m9.figshare.12115671.v1
title: faded_train_002.tar.gz

description: 4 letter captcha train data 2/8
DOI: 10.6084/m9.figshare.12115614
title: Figure 1

description: Fig. 1 Overexpression of STI1 protects both <i>C. elegans </i>and primary hippocampal mouse neurons from Aβ-toxicity. Sheet 1 <b>a</b> The average percent of dead cells ((# of dead cells)/(# of live + # of dead cells))x 100) in E17.5 primary hippocampal neuronal cultures from WT or TgA embryos. Cells were imaged in 4 well dishes from 8 random fields (N=6 individual embryos/genotype). Dishes were treated with either no Aβ, 0.1, 0.5 or 1 µM AβOs for 48 h. Sheet 2 <b>b</b> Likewise, WT or TgA primary hippocampal neurons were treated with 0, 0.25, 0.5 or 1 µM for 48 h, and LDH release was measured using colorimetric assay, read at 450 nm. N=3-4 individual embryos for WT hippocampal cultures for each condition and N=5 individual embryos per condition for TgA hippocampal cultures. Sheet 3 <b>c</b> Quantification of percentage of cell death in hippocampal neuronal cultures treated for 48 h with 1 µM scrambled Aβ control, antibody against STI1 (1:500), AβO alone (1 µM) or dishes treated with both AβO (1 µM) and anti-STI1 (1:500). At least four individual embryos were used for each condition and genotype. Sheet 4 <b>d</b> Percentage of body paralysis over 10 days in nematodes expressing Aβ<sub>(3-42)</sub> (strain CL2006 (dvIs2 [pcL12(unc-54/human Aβ peptide minigene)+pRF4]) in the bodywall muscle and treated with empty vector control RNAi, sti-1 RNAi, or hsp-90 RNAi. Sheet 5 <b>e </b>Percentage of paralysis in worms expressing Aβ<sub>3-42</sub>, Aβ<sub>3-42</sub> worms overexpressing Hsp90 in body wall (strain AM988 (rmIs347(unc-54p::HSP-90::RFP)), Aβ<sub>3-42</sub> worms overexpressing STI-1 in muscle cells (strain PVH40 (PPI1972 (unc-54p::STI-1::GFP);dvIs2))) and Aβ<sub>(3-42)</sub> worms overexpressing both STI-1 and HSP-90 in the bodywall muscle (strain PVH71 (rmIs347(unc-54p::HSP-90::RFP);(unc-54p::STI-1::GFP);dvIs2). For<i> C. elegans</i> experiments, 100 age synchronized animals were used for analyses. <br><br>
DOI: 10.6084/m9.figshare.12115656.v1
title: faded_train_001.tar.gz

description: CAPTCHA data 1/8 for training set
DOI: 10.6084/m9.figshare.12115590
title: Supplemental Tables.docx

description: Supplemental Tables 1, 2 and 3<br>
DOI: 10.6084/m9.figshare.12115590.v1
title: Supplemental Tables.docx

description: Supplemental Tables 1, 2 and 3<br>
DOI: 10.6084/m9.figshare.12115614.v1
title: Figure 1

description: Fig. 1 Overexpression of STI1 protects both <i>C. elegans </i>and primary hippocampal mouse neurons from Aβ-toxicity. Sheet 1 <b>a</b> The average percent of dead cells ((# of dead cells)/(# of live + # of dead cells))x 100) in E17.5 primary hippocampal neuronal cultures from WT or TgA embryos. Cells were imaged in 4 well dishes from 8 random fields (N=6 individual embryos/genotype). Dishes were treated with either no Aβ, 0.1, 0.5 or 1 µM AβOs for 48 h. Sheet 2 <b>b</b> Likewise, WT or TgA primary hippocampal neurons were treated with 0, 0.25, 0.5 or 1 µM for 48 h, and LDH release was measured using colorimetric assay, read at 450 nm. N=3-4 individual embryos for WT hippocampal cultures for each condition and N=5 individual embryos per condition for TgA hippocampal cultures. Sheet 3 <b>c</b> Quantification of percentage of cell death in hippocampal neuronal cultures treated for 48 h with 1 µM scrambled Aβ control, antibody against STI1 (1:500), AβO alone (1 µM) or dishes treated with both AβO (1 µM) and anti-STI1 (1:500). At least four individual embryos were used for each condition and genotype. Sheet 4 <b>d</b> Percentage of body paralysis over 10 days in nematodes expressing Aβ<sub>(3-42)</sub> (strain CL2006 (dvIs2 [pcL12(unc-54/human Aβ peptide minigene)+pRF4]) in the bodywall muscle and treated with empty vector control RNAi, sti-1 RNAi, or hsp-90 RNAi. Sheet 5 <b>e </b>Percentage of paralysis in worms expressing Aβ<sub>3-42</sub>, Aβ<sub>3-42</sub> worms overexpressing Hsp90 in body wall (strain AM988 (rmIs347(unc-54p::HSP-90::RFP)), Aβ<sub>3-42</sub> worms overexpressing STI-1 in muscle cells (strain PVH40 (PPI1972 (unc-54p::STI-1::GFP);dvIs2))) and Aβ<sub>(3-42)</sub> worms overexpressing both STI-1 and HSP-90 in the bodywall muscle (strain PVH71 (rmIs347(unc-54p::HSP-90::RFP);(unc-54p::STI-1::GFP);dvIs2). For<i> C. elegans</i> experiments, 100 age synchronized animals were used for analyses. <br><br>
DOI: 10.6084/m9.figshare.12115563
title: Extreme precipitation Dataset of China

description: <b>National Long-term hourly precipitation Dataset of China (1961-2012)</b>
DOI: 10.6084/m9.figshare.12115569
title: Supplemental table s1 Internal standard in LC-MS and GC-MS

description: Internal standard in liquid chromatography-mass spectrometry and gas chromatography-mass spectrometry
DOI: 10.6084/m9.figshare.12115548
title: NYC Civil List (Active) metadata as of 2020-04-10

description: Metadata for NYC Civil List (Active) as of 2020-04-10<br>
DOI: 10.6084/m9.figshare.12115569.v1
title: Supplemental table s1 Internal standard in LC-MS and GC-MS

description: Internal standard in liquid chromatography-mass spectrometry and gas chromatography-mass spectrometry
DOI: 10.6084/m9.figshare.12115548.v1
title: NYC Civil List (Active) metadata as of 2020-04-10

description: Metadata for NYC Civil List (Active) as of 2020-04-10<br>
DOI: 10.6084/m9.figshare.12115509
title: A non-fluorescent HaloTag blocker for improved measurement and visualization of protein synthesis in living cells

description: Data and raw, unprocessed images used for creating figures 1 to 7 in the manuscript titled 'A non-fluorescent HaloTag blocker for improved measurement and visualization of protein synthesis in living cells' by Cohen LD, Boulos A and Ziv NE.Also includes data referred to as 'data not shown' in manuscript.<br>Organized as 7 Zip files according to the manuscripts 7 figures.<br>Each Zip file contains a 'Readme.txt' file documenting the contents and formats all other files
DOI: 10.6084/m9.figshare.12115431
title: Supplementary data.docx

description: <b>Table S1. Iohexol concentration values (µg/mL) measured by DBS and the reference method (total blood analysis).</b>
DOI: 10.6084/m9.figshare.12115416
title: ASD

description: MPMPM
DOI: 10.6084/m9.figshare.12115431.v1
title: Supplementary data.docx

description: <b>Table S1. Iohexol concentration values (µg/mL) measured by DBS and the reference method (total blood analysis).</b>
DOI: 10.6084/m9.figshare.12115383
title: NYC Civil List (Active) as of 2020-04-10

description: April 10 2020 snapshot of <br><br>Quote from that page: https://data.cityofnewyork.us/City-Government/Civil-Service-List-Active-/vx8i-nprf<br><br>"A Civil Service List consists of all candidates who passed an exam, ranked in score order. An established list is considered active for no less than one year and no more than four years from the date of establishment. For more information visit DCAS’ “Work for the City” webpage at: https://www1.nyc.gov/site/dcas/employment/take-an-exam.page"<br>
DOI: 10.6084/m9.figshare.12115377
title: Research trends in 25 Scopus subject categories

description: Data associated with the article, "Do new research issues usually become more cited? A comparison between 25 Scopus subject categories"<br><br>
DOI: 10.6084/m9.figshare.12115383.v1
title: NYC Civil List (Active) as of 2020-04-10

description: April 10 2020 snapshot of <br><br>Quote from that page: https://data.cityofnewyork.us/City-Government/Civil-Service-List-Active-/vx8i-nprf<br><br>"A Civil Service List consists of all candidates who passed an exam, ranked in score order. An established list is considered active for no less than one year and no more than four years from the date of establishment. For more information visit DCAS’ “Work for the City” webpage at: https://www1.nyc.gov/site/dcas/employment/take-an-exam.page"<br>
DOI: 10.6084/m9.figshare.12115416.v1
title: ASD

description: MPMPM
DOI: 10.6084/m9.figshare.12115377.v1
title: Research trends in 25 Scopus subject categories

description: Data associated with the article, "Is keeping up with research trends always important? A comparison between 25 Scopus subject categories"<br>
DOI: 10.6084/m9.figshare.12115308
title: data_dielectric_mux.zip

description: Data set for the experimental results of the 3D printed muz/demux
DOI: 10.6084/m9.figshare.12115305
title: Methods for analyzing, comparing and correcting gene families

description: Yeast (YGOB) and legume gene families used for testing methods for detecting and correcting under-clustered and over-clustered gene families<br><b>ygob_proteomes.tar.gz</b>: Complete yeast proteomes from YGOB database<br><br><b>ygob_family_fasta.tar.gz</b>: Complete yeast families from the YGOB database<br><b>ygob_family_fasta_delete.tar.gz</b>: Intentionally under-clustered yeast families with missing 20% sequences<br> <b>ygob_family_fasta_insert_delete.tar.gz</b>: <br>Intentionally under-clustered yeast families with missing 20% sequences and containing 20% of wrong sequences<br><b>orthofinder_ygob_family_fasta.tar.gz</b>: Yeast families built using OrthoFinder<br><br><b>legume_proteomes.tar.gz</b>: Complete legume proteomes used for testing the under-clustering detection and correction method<br><b>legume_outgroup_proteomes.tar.gz</b>: Complete legume outgroup proteomes used for detection of over-clustering in legume families built using OrthoFinder<br><b>orthofinder_legumes_family_fasta.tar.gz</b>: Legume families built using OrthoFinder<br><br>
DOI: 10.6084/m9.figshare.12115272
title: WikidataLabel.csv

description: This file contains wikidata Labels along with the URI's.
DOI: 10.6084/m9.figshare.12115272.v1
title: WikidataLabel.csv

description: This file contains wikidata Labels along with the URI's.
DOI: 10.6084/m9.figshare.12115260
title: A data-driven fuzzy model for prediction of rockburst

description: Rockburst is the sudden ejection of highly stressed brittle rocks. This can impose major risks on underground projects. Despite all the studies conducted on this phenomenon since the 1900s, it is still fairly challenging, unknown and difficult to predict. As there is a tendency of studying less-known phenomena with intelligent methods (e.g. ANN, Fuzzy, Neuro-Fuzzy, ANFIS, etc.), this study tries to utilise some rather new Data-Driven fuzzy models for rockburst prediction. For this purpose, 174 rockburst case studies were analysed with help of three conventional rockburst prediction criteria as a benchmark. Later, with respect to input data sensitivity to placement order, LoLiMoT and two Takagi–Sugeno Sigmoid-based membership function (TS-SBMF) methods were used for submodel generation in a fuzzy model. Furthermore, by fine-tuning the input parameters of the first-order TS-SBMF approach which proved to be the most promising method, extensive simulations were done in order to check the true performance of the purposed model and make sure of its robustness. Eventually, the purposed models illustrated high average accuracy for both “Train” and “Test” datasets and simultaneously increased the exact predictions and decreased wrong predictions.
DOI: 10.6084/m9.figshare.12115260.v1
title: A data-driven fuzzy model for prediction of rockburst

description: Rockburst is the sudden ejection of highly stressed brittle rocks. This can impose major risks on underground projects. Despite all the studies conducted on this phenomenon since the 1900s, it is still fairly challenging, unknown and difficult to predict. As there is a tendency of studying less-known phenomena with intelligent methods (e.g. ANN, Fuzzy, Neuro-Fuzzy, ANFIS, etc.), this study tries to utilise some rather new Data-Driven fuzzy models for rockburst prediction. For this purpose, 174 rockburst case studies were analysed with help of three conventional rockburst prediction criteria as a benchmark. Later, with respect to input data sensitivity to placement order, LoLiMoT and two Takagi–Sugeno Sigmoid-based membership function (TS-SBMF) methods were used for submodel generation in a fuzzy model. Furthermore, by fine-tuning the input parameters of the first-order TS-SBMF approach which proved to be the most promising method, extensive simulations were done in order to check the true performance of the purposed model and make sure of its robustness. Eventually, the purposed models illustrated high average accuracy for both “Train” and “Test” datasets and simultaneously increased the exact predictions and decreased wrong predictions.