Additional file 3: Figure S1. of CNN-BLPred: a Convolutional neural network based predictor for β-Lactamases (BL) and their classes

Autor: White, Clarence, Ismail, Hamid, Saigo, Hiroto, Dukka KC
Rok vydání: 2017
DOI: 10.6084/m9.figshare.5742468
Popis: Validation/Loss curve for Level 1. Figure S2. Validation/Loss curve for Class A. Figure S3. Validation/Loss curve for Class B (Group 3). Figure S4. Validation/Loss curve for Class C (Group 1). Figure S5. Validation/Loss curve for Class D. Figure S6. Validation/Loss curve for Group 2. Figure S7. FEPS top 10 features for level 1 and Classes A, B, C, and D. Table S1. Molecular Class/Functional Group training dataset. Table S2. Molecular Class/Functional Group Independent Dataset 1. Table S3. Molecular Class/Functional Group Independent Dataset 2. Table S4. a-f Performance of CKSAAP, TAAC, CT and ALL for level 1 and classes A, B, C, and D using 10-fold CV. Table S5. a-f. Independent test set performance of CKSAAP, TAAC, CT and ALL for level 1 and classes A, B, C, and D. Table S6. a-d. Performance of CNN-BLPred with PredLactamase using independent test sets. Table S7. Complete results of CNN-BLPred training. (PDF 201Â kb)
Databáze: OpenAIRE