{hstats} works also with multivariate output, see examples for probabilistic classification with ranger, LightGBM, and XGBoost. Common preparation library(hstats) ix <- c(1:40, 51:90, 101:140) train <- iris[ix, ] valid <- iris[-ix, ] X_train <- data.matrix(train[, -5]) X_valid...
Bioluminescence imaging (BLI) and mathematical modeling analysis showed NK cells delayed (a–c) tumor growth and (d–f) recurrence. (a) NK cells were adoptively transferred 3 days before intravenous T-ALL-FLuc cell transplantation. (b) FLuc measurement of tumor burden in mice with or without ...
(12) In this section, we detail the ATLAS architecture introduced in Figure 3. We start with an audit log pre-processing phase that constructs and optimizes the causal graph for scalable analysis (Sec. 4.1). We then present a sequence construction and learning phase that constructs attack and...
whole-system provenance DAG with a partial-order guarantee, which allows for efficient streaming computation (§ IV-B) and fully contextualized analysis (L2).We present UNICORN using CamFlow [100], although it can obtain provenance
Examples are the entropy production of an Ising model with an oscillatory field and a mean-field majority vote model28,29,30. It is therefore important to investigate the case of the kinetic Ising system as a general model of physical and biological networks. We previously showed that the ...
Examples of Leading Without Authority Lesson Summary Frequently Asked Questions How do you lead without authority? Leading without authority can be done by assuming that everyone can be an ally. It can also be achieved by assessing the relationship that one has with these allies to determine the...
More recently, with the advance of machine learning methodologies, multi-layer perceptron neural networks have been developed to accommodate regime switching and long memory in volatility modeling. Examples of those models with applications in financial data can be found in Bildirici and Ersin [67],...
(UTAUT) model was used as a design model to investigate teachers’ BIs concerning the use of micro-lectures, and we used an online questionnaire to collect quantitative data. The participants in our research were 174 mathematics teachers from China, 166 of whom provided us with evaluable ...
Is it possible to include all these multiple levels in a binomial pricing model that is restricted to only two levels? Yes, it is very much possible, but to understand it takes some simple mathematics. Simple Math To generalize this problem and solution: ...
to modify the Slurm srun CPU binding or to tag MPI logs with the rank). In this case, you must modify the multinode runner class' run command under its get_cmd method (e.g. mpirun_cmd for OpenMPI). Examples on how we did this to provide optimized and rank-tagged run commands using...