Upgrade xgboost to 1.3

Description

work started by but was not finished because of regression in XGB Performance on extermely sparse datasets (cox2 perf tests)
for cox2-small scoring this was mitigated with limiting native scoring to 1 thread
however training with full cox2 datasets is still much slower than with 1.2

PR: https://github.com/h2oai/xgboost/pull/91
PR(core): https://github.com/h2oai/h2o-3/pull/5188/files
BUILD: http://jenkins:8080/view/H2O-3/job/h2o-3-xgboost4j-release-pipeline/job/honza%252Fmerge_1.3.0/

XGboost Issue

Assignee

Adam Valenta

Fix versions

Reporter

Jan Sterba

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Major