PMC:2667511 / 26949-27847 JSONTXT

{"target":"https://pubannotation.org/docs/sourcedb/PMC/sourceid/2667511","sourcedb":"PMC","sourceid":"2667511","source_url":"https://www.ncbi.nlm.nih.gov/pmc/2667511","text":"Table 4 Accuracy for difference classification methods\nMethod a DT RF KNN SVM NB\nAll data1:\nARBC b 0.924 0.968 0.943 0.999 0.476\nCW AR c 0.926 0.971 0.978 0.999 0.531\nUR d 0.873 0.933 0.893 0.970 0.519\nNo SSE data2:\nARBC_WO_SSE e 0.917 0.951 0.936 0.992 0.451\nCW AR_WO_SSE f 0.927 0.970 0.979 0.988 0.492\nUR_WO_SSE g 0.800 0.850 0.800 0.890 0.483\naMethod represents different classification methods such as Decision Tree (DT), Random Forest (RF), K Nearest Neighbor(KNN), Support Vector Machine (SVM) and Naive Bayes (NB);\nbARBC: Association rule based classification;\ncCW AR: Classification based on physicochemical properties;\ndUR: ARBC classification using 58 unique association rules;\ne, f, g: Data sets with exclusion of SSE content from All data1;\n1All data: Data sets including SSE content;\n2No SSE data: Data sets without inclusion of SSE content.","divisions":[{"label":"label","span":{"begin":0,"end":7}},{"label":"caption","span":{"begin":9,"end":55}},{"label":"p","span":{"begin":9,"end":55}},{"label":"table","span":{"begin":56,"end":389}},{"label":"tr","span":{"begin":56,"end":87}},{"label":"td","span":{"begin":56,"end":66}},{"label":"td","span":{"begin":67,"end":69}},{"label":"td","span":{"begin":71,"end":73}},{"label":"td","span":{"begin":75,"end":78}},{"label":"td","span":{"begin":80,"end":83}},{"label":"td","span":{"begin":85,"end":87}},{"label":"tr","span":{"begin":88,"end":98}},{"label":"td","span":{"begin":88,"end":98}},{"label":"tr","span":{"begin":99,"end":141}},{"label":"td","span":{"begin":99,"end":107}},{"label":"td","span":{"begin":108,"end":113}},{"label":"td","span":{"begin":115,"end":120}},{"label":"td","span":{"begin":122,"end":127}},{"label":"td","span":{"begin":129,"end":134}},{"label":"td","span":{"begin":136,"end":141}},{"label":"tr","span":{"begin":142,"end":185}},{"label":"td","span":{"begin":142,"end":151}},{"label":"td","span":{"begin":152,"end":157}},{"label":"td","span":{"begin":159,"end":164}},{"label":"td","span":{"begin":166,"end":171}},{"label":"td","span":{"begin":173,"end":178}},{"label":"td","span":{"begin":180,"end":185}},{"label":"tr","span":{"begin":186,"end":226}},{"label":"td","span":{"begin":186,"end":192}},{"label":"td","span":{"begin":193,"end":198}},{"label":"td","span":{"begin":200,"end":205}},{"label":"td","span":{"begin":207,"end":212}},{"label":"td","span":{"begin":214,"end":219}},{"label":"td","span":{"begin":221,"end":226}},{"label":"tr","span":{"begin":227,"end":240}},{"label":"td","span":{"begin":227,"end":240}},{"label":"tr","span":{"begin":241,"end":290}},{"label":"td","span":{"begin":241,"end":256}},{"label":"td","span":{"begin":257,"end":262}},{"label":"td","span":{"begin":264,"end":269}},{"label":"td","span":{"begin":271,"end":276}},{"label":"td","span":{"begin":278,"end":283}},{"label":"td","span":{"begin":285,"end":290}},{"label":"tr","span":{"begin":291,"end":341}},{"label":"td","span":{"begin":291,"end":307}},{"label":"td","span":{"begin":308,"end":313}},{"label":"td","span":{"begin":315,"end":320}},{"label":"td","span":{"begin":322,"end":327}},{"label":"td","span":{"begin":329,"end":334}},{"label":"td","span":{"begin":336,"end":341}},{"label":"tr","span":{"begin":342,"end":389}},{"label":"td","span":{"begin":342,"end":355}},{"label":"td","span":{"begin":356,"end":361}},{"label":"td","span":{"begin":363,"end":368}},{"label":"td","span":{"begin":370,"end":375}},{"label":"td","span":{"begin":377,"end":382}},{"label":"td","span":{"begin":384,"end":389}},{"label":"p","span":{"begin":390,"end":565}},{"label":"p","span":{"begin":566,"end":611}},{"label":"p","span":{"begin":612,"end":671}},{"label":"p","span":{"begin":672,"end":731}},{"label":"p","span":{"begin":732,"end":796}},{"label":"p","span":{"begin":797,"end":840}}],"tracks":[]}