HEMDAG 2.1.3
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CHANGES
* various fixes from 2.1.2

HEMDAG 2.1.2
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NEW FEATURES
* Improved performance metrics:
	- added compute.Fmeasure.multilabel;
	- added PXR.at.multiple.recall.levels.over.classes;
	- all the performance metrics (AUPRC, AUROC, FMM, PXR) can be computed
		either one-shot or averaged across folds;

* Improved the high-level hierarchical ensemble functions:
	- embedded the new performance metric functions;
	- added the parameter 'metric': maximization by FMAX or PRC (see doc for further details)
	- added some checkers (warning/stop messages) to make the library more user-friendly;

CHANGES
* Manual Improved;

HEMDAG 2.0.1
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CHANGES
* corrected bug in "do.stratified.cv.data.single.class";

HEMDAG 2.0.0
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NEW FEATURES
* Added TPR-DAG: function gathering several hierarchical ensemble variants;
* Added Do.TPR.DAG: high-level function to run TPR-DAG cross-validation experiments;
* The following TPR-DAG and DESCENS high-level functions were removed:
	Do.tpr.threshold.free;
	Do.tpr.threshold.cv;
	Do.tpr.weighted.threshold.free.cv;
	Do.tpr.weighted.threshold.cv;
	Do.descens.threshold.free;
	Do.descens.threshold.cv;
	Do.descens.weighted.threshold.free.cv,;
	Do.descens.tau.cv;
	Do.descens.weighted.threshold.cv;
	NOTE: all the removed functions can be run opportunely setting the input parameters 
	of the new high-level function 'Do.TPR.DAG';
* Added Do.TPR.DAG.holdout: high-level functions to run TPR-DAG holdout experiments;
* The following TPR-DAG and DESCENS high-level functions were removed:
	Do.tpr.threshold.free.holdout;
	Do.tpr.threshold.holdout;
	Do.tpr.weighted.threshold.free.holdout;
	Do.tpr.weighted.threshold.holdout;
	Do.descens.threshold.free.holdout;
	Do.descens.threshold.holdout;
	Do.descens.weighted.threshold.free.holdout;
	Do.descens.tau.holdout;
	Do.descens.weighted.threshold.holdout;
	NOTE: all the removed functions can be run opportunely setting the input parameters
	of the new high level function 'Do.TPR.DAG.holdout';

CHANGES
* Manual Improved;
	
HEMDAG 1.1.1
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NEW FEATURES
* Added DESCENS algorithm;
* Added Heuristic Methods MAX, AND, OR (Obozinski et al., Genome Biology, 2008);
* Added tupla.matrix function;

CHANGES
* Manual Improved;
* Added link to the GitHub repository HPOparser;
* Added CITATION file;

HEMDAG 1.0.0
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PACKAGE GENESIS
