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TerminationCriterion improvements (higher is better) #1552

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[chg] Added support to enable termination using channels whose value increases as learning progresses e.g AUROC. This can be controlled by setting the higher_is_better flag to True in MonitorBased class constructor. By default this flag has been set to False to maintain backward compatibility.
[note] The code for this is inspired from higher_is_better flag in MonitorBasedSaveBest class

[chg] Added support to enable termination using channels
      whose value increases as learning progresses e.g AUROC
      This can be controlled by setting the higher_is_better
      flag to True in MonitorBased class constructor.
      By default this flag has been  set to False to maintain
      backward compatibility.
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