public GLMGridSearch(
int maxP,
Key jobKey,
Key dstKey,
DataInfo dinfo,
GLMParams glm,
double[] lambdas,
double[] alphas,
int nfolds,
double betaEpsilon) {
super(jobKey, dstKey);
description = "GLM Grid with params " + glm.toString() + "on data " + dinfo.toString();
_maxParallelism = maxP;
_jobs = new GLM2[alphas.length];
_idx = new AtomicInteger(_maxParallelism);
for (int i = 0; i < _jobs.length; ++i)
_jobs[i] =
new GLM2(
"GLM grid(" + i + ")",
self(),
Key.make(dstKey.toString() + "_" + i),
dinfo,
glm,
lambdas,
alphas[i],
nfolds,
betaEpsilon,
self());
}
