DanieleGregori/ArXivExplore | Paclet Repository

DanieleGregori`ArXivExplore`

ArXivClassifyCategoriesTrainTest

ArXivClassifyCategoriesTrainTest [cut_Integer,nids_Integer]
	gives a training and test sets for the net ArXivClassifyCategoriesNet [cut,dim,drop] classifying the 'cut' most frequent categories, using up to 'nids' random articles in each category;

ArXivClassifyCategoriesTrainTest [catL_List,nids_Integer]
	gives a training and test sets for the net ArXivClassifyCategoriesNet [catL,dim,drop] classifying the 'catL' list of categories, using up to 'nids' random articles in each category.

Details and Options

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Examples

(2)

Basic Examples

(1)

In[1]:=

{train10,test10}=

ArXivClassifyCategoriesTrainTest

[10,5000];

In[2]:=

test10//Short[#,10]&

Out[2]//Short=

InTitles{{darn,a,deep,adversial,residual,network,for,intrinsic,image,decomposition},{efficient,estimation,of,auc,in,a,sliding,window},{an,investigation,of,feature,selection,and,transfer,learning,for,writer-independent,offline,handwritten,signature,verification},4995,{improved,bound,for,mixing,time,of,parallel,tempering},{exploring,wrong,sign,scenarios,in,the,yukawa-aligned,2hdm}},1,Out{cs.CV,cs.LG,cs.CV,4994,hep-th,cs.LG,hep-ph}

Scope

(1)

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