Here, we use a standard support vector machine classifier with radial basis functions [38].
The best performing cathode is tested in single cell setup using a standard carbon supported Pt0.4Ru0.2 based anode.
The calibration was conducted using a standard sample supported by MOCON under a flow of 10 sccm water vapor at 37.8°C.
Three independent gravimetric serial dilutions of Lambda DNA were prepared using a standard protocol (Supporting Information S-1) to produce three sets of seven solutions containing an average 26, 105, 409, 1 630, 6 495, 25 700, and 103 000 predicted copies of Lambda DNA per 20 μL ddPCR based on absorbance measurements of the stock Lambda DNA solution at 260 nm.
Finally, when data were simulated using the heterotachous model but analyzed using a standard homotachous model, support for the incorrect tree grew even stronger using BI but remained low using ML.
The enzyme activity toward Fc+ was measured with a UV-2401 PC spectrophotometer (Shimadzu Deutschland GmbH, Duisburg, Germany) at 20 °C, using a standard spectrophotometric method (Supporting Information).
Peptides were synthesized using a standard fluorenylmethyl (Fmoc) procedure on solid support, as previously described.
To compare the informativeness of selected SNPs with the PCA approach, we split the HGDP dataset equally into a training set and a testing set, and use the standard Support Vector Machine (SVM) [20] [22] to predict the continental memberships of the samples (see Results for details).
In this work, we used the standard Support Vector Machine (SVM) classifier.
While GSH can be used to supplement standard support given by mental health professionals in outpatient departments, its real potential is it has good penetration and reach, especially in developing countries like Thailand where limited support is provided to family caregivers, especially those living outside major cities with little access to mental health services.
