Software Open Access

raamana/neuropredict: Support for regression stream and deconfouding in nested CV

Pradeep Reddy Raamana; Kevin Le

MARC21 XML Export

<?xml version='1.0' encoding='UTF-8'?>
<record xmlns="">
  <controlfield tag="005">20200608221821.0</controlfield>
  <controlfield tag="001">3885711</controlfield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">@superphy</subfield>
    <subfield code="a">Kevin Le</subfield>
  <datafield tag="856" ind1="4" ind2=" ">
    <subfield code="s">5764741</subfield>
    <subfield code="z">md5:8f0a8cfa7448d33f4a5bb47f88bfcbec</subfield>
    <subfield code="u"></subfield>
  <datafield tag="542" ind1=" " ind2=" ">
    <subfield code="l">open</subfield>
  <datafield tag="260" ind1=" " ind2=" ">
    <subfield code="c">2020-06-08</subfield>
  <datafield tag="909" ind1="C" ind2="O">
    <subfield code="p">software</subfield>
    <subfield code="o"></subfield>
  <datafield tag="100" ind1=" " ind2=" ">
    <subfield code="u">University of Toronto</subfield>
    <subfield code="a">Pradeep Reddy Raamana</subfield>
  <datafield tag="245" ind1=" " ind2=" ">
    <subfield code="a">raamana/neuropredict: Support for regression stream and deconfouding in nested CV</subfield>
  <datafield tag="540" ind1=" " ind2=" ">
    <subfield code="a">Other (Open)</subfield>
  <datafield tag="650" ind1="1" ind2="7">
    <subfield code="a">cc-by</subfield>
    <subfield code="2"></subfield>
  <datafield tag="520" ind1=" " ind2=" ">
    <subfield code="a">&lt;ul&gt;
&lt;li&gt;Major feature: Ability to predict continuous variables (regression)&lt;/li&gt;
&lt;li&gt;Major feature: Ability to handle confounds (regress them out, augmenting etc)&lt;/li&gt;
&lt;li&gt;Redesigned the internal structure for easier extensibility&lt;/li&gt;
&lt;li&gt;New &lt;code&gt;CVResults&lt;/code&gt; class for easier management of a wealth of outputs generated in the Classification and Regression workflows&lt;/li&gt;
&lt;li&gt;API access is refreshed and easier&lt;/li&gt;
  <datafield tag="773" ind1=" " ind2=" ">
    <subfield code="n">url</subfield>
    <subfield code="i">isSupplementTo</subfield>
    <subfield code="a"></subfield>
  <datafield tag="773" ind1=" " ind2=" ">
    <subfield code="n">doi</subfield>
    <subfield code="i">isVersionOf</subfield>
    <subfield code="a">10.5281/zenodo.997355</subfield>
  <datafield tag="024" ind1=" " ind2=" ">
    <subfield code="a">10.5281/zenodo.3885711</subfield>
    <subfield code="2">doi</subfield>
  <datafield tag="980" ind1=" " ind2=" ">
    <subfield code="a">software</subfield>
All versions This version
Views 53750
Downloads 383
Data volume 122.8 MB17.3 MB
Unique views 47350
Unique downloads 333


Cite as