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         "
White Clover Persistence Trials
-------------------------------

Data source:   Ian Tarbotton
	 AgResearch
	 Whatawhata Research Centre
               Hamilton
               New Zealand

The objective was to determine the mechanisms which influence the persistence
of white clover populations in summer dry hill land. In particular reference
to the consequence of a severe summer dry period in 1993/1994 and how it 
impacted on the performance of three white clover cultivars in an on-going 
experiment located at Whatawhata Research Centre.

The machine learning objective was to predict the amount of white clover in 
1994 from the amount of white clover and other species in the years 1991 to
1994 as well as information on the &apos;strata&apos; where the white clover was being
grown.

Number of Instances: 63

Attribute Information:
 1.  strata - enumerated
 2.  plot - enumerated
 3.  paddock - enumerated
 4.  WhiteClover-91 - white clover meaurement in 1991 - real
 5.  BareGround-91 - bare ground meaurement in 1991 - real
 6.  Cocksfoot-91 - cocksfoot meaurement in 1991 - real
 7.  OtherGrasses-91 - other grasses meaurement in 1991 - real
 8.  OtherLegumes-91 - other legumes meaurement in 1991 - real
 9.  RyeGrass-91 - ryegrass meaurement in 1991 - real
 10. Weeds-91 - weeds meaurement in 1991 - real
 11. WhiteClover-92 - white clover meaurement in 1992 - real
 12. BareGround-92 - bare ground meaurement in 1992 - real
 13. Cocksfoot-92 - cocksfoot meaurement in 1992 - real
 14. OtherGrasses-92 - other grasses meaurement in 1992 - real
 15. OtherLegumes-92 - other legumes meaurement in 1992 - real
 16. RyeGrass-92 - ryegrass meaurement in 1992 - real
 17. Weeds-92 - weeds meaurement in 1992 - real
 18. WhiteClover-93 - white clover meaurement in 1993 - real
 19. BareGround-93 - bare ground meaurement in 1993 - real
 20. Cocksfoot-93 - cocksfoot meaurement in 1993 - real
 21. OtherGrasses-93 - other grasses meaurement in 1993 - real
 22. OtherLegumes-93 - other legumes meaurement in 1993 - real
 23. RyeGrass-93 - ryegrass meaurement in 1993 - real
 24. Weeds-93 - weeds meaurement in 1993 - real
 25. BareGround-94 - bare ground meaurement in 1994 - real
 26. Cocksfoot-94 - cocksfoot meaurement in 1994 - real
 27. OtherGrasses-94 - other grasses meaurement in 1994 - real
 28. OtherLegumes-94 - other legumes meaurement in 1994 - real
 29. RyeGrass-94 - ryegrass meaurement in 1994 - real
 30. Weeds-94 - weeds meaurement in 1994 - real
 31. strata-combined - enumerated
 Class:
 32.  WhiteClover-94 - white clover meaurement in 1994 - enumerated

Class Distribution:
       0&lt;=WhiteClover-94&lt;8.8225  - 38
  8.8225&lt;=WhiteClover-94&lt;17.645  - 20
  17.645&lt;=WhiteClover-94&lt;26.4675 - 4
 26.4675&lt;=WhiteClover-94&lt;=35.29  - 1
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            </hdf5:AtomicType>
         </hdf5:DataType>
         <hdf5:Data>
            <hdf5:DataFromFile>
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            "6_OldEdge"
            "6_OldEdge"
            "7_NewEdge"
            "5_Steep"
            "6_OldEdge"
            "7_NewEdge"
            "5_Steep"
            "5_Steep"
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            "4_Moderate"
            "4_Moderate"
            "1_OldCamp"
            "4_Moderate"
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            "1_OldCamp"
            "2_NewTrack"
            "2_NewTrack"
            "7_NewEdge"
            "3_Easy"
            "7_NewEdge"
            "3_Easy"
            "7_NewEdge"
            "3_Easy"
            "6_OldEdge"
            "2_NewTrack"
            "6_OldEdge"
            "5_Steep"
            "2_NewTrack"
            "6_OldEdge"
            "5_Steep"
            "2_NewTrack"
            "5_Steep"
            "4_Moderate"
            "3_Easy"
            "3_Easy"
            "4_Moderate"
            "1_OldCamp"
            "4_Moderate"
            "3_Easy"
            "1_OldCamp"
            "1_OldCamp"
            "2_NewTrack"
            "7_NewEdge"
            "2_NewTrack"
            "7_NewEdge"
            "2_NewTrack"
            "7_NewEdge"
            "3_Easy"
            "6_OldEdge"
            "3_Easy"
            "6_OldEdge"
            "3_Easy"
            "5_Steep"
            "6_OldEdge"
            "5_Steep"
            "5_Steep"
            "4_Moderate"
            "4_Moderate"
            "1_OldCamp"
            "4_Moderate"
            "1_OldCamp"
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         </hdf5:Data>
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      <hdf5:Dataset Name="names" OBJ-XID="xid_25632" H5Path= "/data_descr/names" Parents="xid_4328" H5ParentPaths="/data_descr">
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         </hdf5:StorageLayout>
         <hdf5:FillValueInfo FillTime="FillOnAlloc" AllocationTime="Late">
            <hdf5:FillValue>
               <hdf5:Data>
                  <!-- String fill values not yet implemented. -->
                  <hdf5:NoData />
               </hdf5:Data>
            </hdf5:FillValue>
         </hdf5:FillValueInfo>
         <hdf5:Dataspace>
            <hdf5:SimpleDataspace Ndims="1">
               <hdf5:Dimension  DimSize="32" MaxDimSize="32"/>
            </hdf5:SimpleDataspace>
         </hdf5:Dataspace>
         <hdf5:DataType>
            <hdf5:AtomicType>
               <hdf5:StringType Cset="H5T_CSET_ASCII" StrSize="H5T_VARIABLE" StrPad="H5T_STR_NULLTERM"/>
            </hdf5:AtomicType>
         </hdf5:DataType>
         <hdf5:Data>
            <hdf5:DataFromFile>
            "strata"
            "plot"
            "paddock"
            "WhiteClover-91"
            "BareGround-91"
            "Cocksfoot-91"
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            "OtherLegumes-91"
            "RyeGrass-91"
            "Weeds-91"
            "WhiteClover-92"
            "BareGround-92"
            "Cocksfoot-92"
            "OtherGrasses-92"
            "OtherLegumes-92"
            "RyeGrass-92"
            "Weeds-92"
            "WhiteClover-93"
            "BareGround-93"
            "Cocksfoot-93"
            "OtherGrasses-93"
            "OtherLegumes-93"
            "RyeGrass-93"
            "Weeds-93"
            "BareGround-94"
            "Cocksfoot-94"
            "OtherGrasses-94"
            "OtherLegumes-94"
            "RyeGrass-94"
            "Weeds-94"
            "strata-combined"
            "WhiteClover-94"
            </hdf5:DataFromFile>
         </hdf5:Data>
      </hdf5:Dataset>
      <hdf5:Dataset Name="ordering" OBJ-XID="xid_34864" H5Path= "/data_descr/ordering" Parents="xid_4328" H5ParentPaths="/data_descr">
         <hdf5:StorageLayout>
            <hdf5:ContiguousLayout/>
         </hdf5:StorageLayout>
         <hdf5:FillValueInfo FillTime="FillOnAlloc" AllocationTime="Late">
            <hdf5:FillValue>
               <hdf5:Data>
                  <!-- String fill values not yet implemented. -->
                  <hdf5:NoData />
               </hdf5:Data>
            </hdf5:FillValue>
         </hdf5:FillValueInfo>
         <hdf5:Dataspace>
            <hdf5:SimpleDataspace Ndims="1">
               <hdf5:Dimension  DimSize="10" MaxDimSize="10"/>
            </hdf5:SimpleDataspace>
         </hdf5:Dataspace>
         <hdf5:DataType>
            <hdf5:AtomicType>
               <hdf5:StringType Cset="H5T_CSET_ASCII" StrSize="H5T_VARIABLE" StrPad="H5T_STR_NULLTERM"/>
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            <hdf5:DataFromFile>
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            "plot"
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            "double3"
            "int4"
            "double5"
            "int6"
            "WhiteClover-94"
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      </hdf5:Dataset>
      <hdf5:Dataset Name="types" OBJ-XID="xid_35136" H5Path= "/data_descr/types" Parents="xid_4328" H5ParentPaths="/data_descr">
         <hdf5:StorageLayout>
            <hdf5:ContiguousLayout/>
         </hdf5:StorageLayout>
         <hdf5:FillValueInfo FillTime="FillOnAlloc" AllocationTime="Late">
            <hdf5:FillValue>
               <hdf5:Data>
                  <!-- String fill values not yet implemented. -->
                  <hdf5:NoData />
               </hdf5:Data>
            </hdf5:FillValue>
         </hdf5:FillValueInfo>
         <hdf5:Dataspace>
            <hdf5:SimpleDataspace Ndims="1">
               <hdf5:Dimension  DimSize="32" MaxDimSize="32"/>
            </hdf5:SimpleDataspace>
         </hdf5:Dataspace>
         <hdf5:DataType>
            <hdf5:AtomicType>
               <hdf5:StringType Cset="H5T_CSET_ASCII" StrSize="H5T_VARIABLE" StrPad="H5T_STR_NULLTERM"/>
            </hdf5:AtomicType>
         </hdf5:DataType>
         <hdf5:Data>
            <hdf5:DataFromFile>
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            "nominal:huia,prop,tahora"
            "nominal:25,42,45"
            "numeric"
            "numeric"
            "numeric"
            "numeric"
            "numeric"
            "numeric"
            "numeric"
            "numeric"
            "numeric"
            "numeric"
            "numeric"
            "numeric"
            "numeric"
            "numeric"
            "numeric"
            "numeric"
            "numeric"
            "numeric"
            "numeric"
            "numeric"
            "numeric"
            "numeric"
            "numeric"
            "numeric"
            "numeric"
            "numeric"
            "numeric"
            "nominal:1,4,3"
            "nominal:0&lt;=WhiteClover-94&lt;8.8225,8.8225&lt;=WhiteClover-94&lt;17.645,17.645&lt;=WhiteClover-94&lt;26.4675,26.4675&lt;=WhiteClover-94&lt;=35.29"
            </hdf5:DataFromFile>
         </hdf5:Data>
      </hdf5:Dataset>
   </hdf5:Group>
</hdf5:RootGroup>
</hdf5:HDF5-File>