HDF  P` ` TREE@HEAPX datadata_descr8 0name white-clover (mldata0 comment  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 'strata' 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<=WhiteClover-94<8.8225 - 38 8.8225<=WhiteClover-94<17.645 - 20 17.645<=WhiteClover-94<26.4675 - 4 26.4675<=WhiteClover-94<=35.29 - 1 TREE@_HEAP`@3b3SNOD?LSNOD-P^H02X`8 1@:?><=89:;01234567 !"#$%&'()*+,-./      ~ } { |w x yzo p q r s t u v _ ` a bc de fg h i jk l mn @A BCD E F GH I J K L M N O PQ RS TUV WXY Z [ \ ] ^GCOLtahorahuiahuiatahoratahorahuiahuiahuia tahora huia huia prop huiaprophuiaprophuiaproptahoraproptahoraproptahoratahoratahoratahoratahoratahoratahoratahoratahora prop!huia"huia#prop$huia%prop&huia'prop(huia)huia*tahora+huia,huia-tahora.huia/huia0prop1tahora2prop3prop4prop5prop6prop7huia8prop9prop:tahora;prop<prop=tahora>prop?tahora@ 2_NewTrackA5_SteepB 4_ModerateC3_EasyD3_EasyE 4_ModerateF 1_OldCampG 4_ModerateH3_EasyI 1_OldCampJ 1_OldCampK 2_NewTrackL 7_NewEdgeM 2_NewTrackN 7_NewEdgeO 2_NewTrackP 7_NewEdgeQ3_EasyR 6_OldEdgeS3_EasyT 6_OldEdgeU3_EasyV5_SteepW 6_OldEdgeX5_SteepY5_SteepZ 4_Moderate[ 4_Moderate\ 1_OldCamp] 4_Moderate^ 1_OldCamp_ 1_OldCamp` 2_NewTracka 2_NewTrackb 7_NewEdgec3_Easyd 7_NewEdgee3_Easyf 7_NewEdgeg3_Easyh 6_OldEdgei 2_NewTrackj 6_OldEdgek5_Steepl 2_NewTrackm 6_OldEdgen5_Steepo5_Steepp 7_NewEdgeq 4_Moderater 4_Moderates 1_OldCampt 4_Moderateu 1_OldCampv 2_NewTrackw5_Steepx 6_OldEdgey 7_NewEdgez5_Steep{ 6_OldEdge| 7_NewEdge} 6_OldEdge~ 1_OldCamp8.8225<=WhiteClover-94<17.6458.8225<=WhiteClover-94<17.6450<=WhiteClover-94<8.82250<=WhiteClover-94<8.82250<=WhiteClover-94<8.82258.8225<=WhiteClover-94<17.6458.8225<=WhiteClover-94<17.6458.8225<=WhiteClover-94<17.6458.8225<=WhiteClover-94<17.6458.8225<=WhiteClover-94<17.6458.8225<=WhiteClover-94<17.6458.8225<=WhiteClover-94<17.6450<=WhiteClover-94<8.822517.645<=WhiteClover-94<26.46758.8225<=WhiteClover-94<17.645?L?4L ?8L ?9L ?LL ?@4 4?T LxplotstrataWhiteClover-94int4int6int0int2double3double1double5PHEAPX(4namesorderingtypes0<0</<-<.<)<*<+<,<!<"<#<$<%<&<'<(<<<<<<<<<<<<<<<< <<<<<<<<< < < < < <<< ?;LGCOL8.8225<=WhiteClover-94<17.6458.8225<=WhiteClover-94<17.6458.8225<=WhiteClover-94<17.6450<=WhiteClover-94<8.82250<=WhiteClover-94<8.82250<=WhiteClover-94<8.82250<=WhiteClover-94<8.82250<=WhiteClover-94<8.8225 0<=WhiteClover-94<8.8225 0<=WhiteClover-94<8.8225 8.8225<=WhiteClover-94<17.645 0<=WhiteClover-94<8.8225 0<=WhiteClover-94<8.82250<=WhiteClover-94<8.82258.8225<=WhiteClover-94<17.6450<=WhiteClover-94<8.82258.8225<=WhiteClover-94<17.64517.645<=WhiteClover-94<26.467517.645<=WhiteClover-94<26.46750<=WhiteClover-94<8.82250<=WhiteClover-94<8.82250<=WhiteClover-94<8.82258.8225<=WhiteClover-94<17.6450<=WhiteClover-94<8.82258.8225<=WhiteClover-94<17.6450<=WhiteClover-94<8.82250<=WhiteClover-94<8.82250<=WhiteClover-94<8.82250<=WhiteClover-94<8.82250<=WhiteClover-94<8.82250<=WhiteClover-94<8.8225 0<=WhiteClover-94<8.8225!0<=WhiteClover-94<8.8225"0<=WhiteClover-94<8.8225#8.8225<=WhiteClover-94<17.645$0<=WhiteClover-94<8.8225%26.4675<=WhiteClover-94<=35.29&8.8225<=WhiteClover-94<17.645'0<=WhiteClover-94<8.8225(0<=WhiteClover-94<8.8225)0<=WhiteClover-94<8.8225*0<=WhiteClover-94<8.8225+0<=WhiteClover-94<8.8225,0<=WhiteClover-94<8.8225-0<=WhiteClover-94<8.8225.0<=WhiteClover-94<8.8225/0<=WhiteClover-94<8.8225017.645<=WhiteClover-94<26.46751Weeds-922WhiteClover-933 BareGround-934 Cocksfoot-935OtherGrasses-936OtherLegumes-937 RyeGrass-938Weeds-939 BareGround-94: Cocksfoot-94;OtherGrasses-94<OtherLegumes-94= RyeGrass-94>Weeds-94?strata-combined@WhiteClover-94A RyeGrass-91BWeeds-91CWhiteClover-92D BareGround-92E Cocksfoot-92FOtherGrasses-92GOtherLegumes-92H RyeGrass-92I BareGround-91J Cocksfoot-91KOtherGrasses-91LOtherLegumes-91MpaddockNWhiteClover-91OplotPstrataQdouble3Rint4Sdouble5Tint6UWhiteClover-94Vdouble1Wint2Xint0YplotZstrata[numeric\numeric]numeric^numeric_numeric`numericanumericbnumericcnumericdnumericenumericfnumericgnumerichnumerici nominal:1,4,3j|nominal:0<=WhiteClover-94<8.8225,8.8225<=WhiteClover-94<17.645,17.645<=WhiteClover-94<26.4675,26.4675<=WhiteClover-94<=35.29knumericlnumericmnumericnnumericonumericpnumericqnumericrnumericsnumerictnumericunumericvnumericwnominal:25,42,45-***---**-*--**--***---***---**--**-*--**-'    !  &       !!       2      !  (* 2   !  ' (/-##&"#  $.9#0**$$! !2    (       Gzn5@ ףp=@@q= ף%@F@ ףp=@@)@Y4@RC@{Gz@q= ףp@L(@(\9@)@(\.@p= ף @2@I@RQ%@p= ף@ ףp=*M@333331@ ףp=@@Q0@J@R2@zG5@HzG@(\'@)\h3@ףp= -@Gz3@ ףp= #@Q@RQ:@ ףp=6@Gz.$@@p= #1@Q8&@(\OA@Q0@)@Q#@ ףp= @Gz."@Hz7@(\u0@ףp= 5@D@fffff*@(\-@= ףp=+@q= ףp&@9@Gz(@QA@Gz,@Q0@HzgB@Gz."@)\h=@ ףp=B@=@Gz.2@ ףp= A@= ףpB@(\.@Q;@Y3@p= c7@(\.@>@@ףp= 8@(\OA@Q0@ףp= 2@ ףp=@@Q6@Q>@(\B@Gz4@ ףp=D@ ףp=J5@(\A@33333s<@Gz.2@ 3@Gz@@Gz/@@?@Q6@9@p= #!@= ףp=@{G:3@4@@?@(\B-@p= c7@>@QA@p= 4@Gz.B@4@GztC@fffff=@R<@Q?@Q8&@(\:@Q@Q@\(\?ףp= W(@Q&@= ףp=@q= ף!@Gz*@fffff$@Gz&@p= ף @(\@q= ף!@Q@@\(&@#@Qk,@(\'@zG @%@{G$@ 3@Hz1@(\&@\(\@)\(@@Q@@Q @Q@RQ@Q8%@fffff*@Gz&@Q%@Gz,@= ףp=@)\(%@Q@R<@ ףp=@@)\(+@Gz.B@#@Gz#@Q#@Gz."@ffffff/@\(\)@33333G@0@QD@Q4@(\OA@ ףp=@@GzD@)@)\h9@333331@Q0@HzG:@@?@(\.@ ףp= @{G:2@Q@HzG6@%@L(@Hz7@ 3@RQ"@(\G@zGa"@Gzn1@B@I@I@(\.@ ףp=E@@?@p= c8@fffff>@\(\:@fffff1@ 8@(\u$@Q@Q@q= ף2@zGa#@GzB@= ףp!@QA@Gz,@Q8&@.@Gz."@#@Qk2@q= ףp-@= ףp=(@*@(\B,@(\.@Gz/@Qk+@(\@p= ף @(\B'@)@p= #/@(\.@Q*@ ףp=@@@Q1@@)\(2@ףp= W0@Q1@Q+4@zGa&@ 3@zG!1@ ףp= @zG.@\(:@ףp= @Q0@{G:3@Gz@)@(\B-@)@R%@Q'@(\B$@(\u$@D@ ףp=.@:@= ףp=)@-@= ףp=@(\=@Q@ ?@4 4?fLxSNOD(/00, ?@4 4?Xv LxTREE0e _ 0LSNOD d0 @@:@ ףp=@@I@)\*@fffff/@ ףp=@@(\@ףp= @QE6@2@)\1@(\/@Gz,@fffff;@Q86@I@ףp= ;@D@L4@.@Gzn5@fffff8@\(\#@(\u+@p= ף @p= #*@HzG@p= ף@ ףp=@@Q/@-@4@@(\-@(\.@Hz3@Q%@@Gz.2@9@fffff1@(\@@ ףp=J9@Q0@Gz+@)\*@ףp= W>@R(@Gz4@zG@Q4@ףp= 0@(\u%@:@= ףp=@\(\ @Qk%@RQ@)\(??(\@Q?Gz@@(\?ףp= @(\?p= ף @\(\@= ףp=@Gz?{Gz@Q@ ףp= ?ffffff?ffffff?ffffff?= ףp=@ ףp= @L @\(\@ףp= ?333333@(\?)\ @+@ ףp=@@HzA@ףp= W=@Gz,@Gz7@Qx1@I@zGa7@Hz3@R<@R*@Q0@I@Gz$@9@ ףp=0@Y@@q= ף0:@)\(,@{GZC@ףp= W0@GzT7@fffff1@= ףp=8@Q8&@ ףp=@@q= ףp6@\(\,@.@<@Q%@{G:3@GzT6@)@= ףp=8@4@Q0@Q@$@q= ף4@ ףp=@@2@D@Q8$@(\8@(\D@(\u+@Y3@Gzn4@{G4@Q8F@Gz./@q= ףp3@4@Q86@Q@9@ 2@(\;@)@Q@q= ף"@Qk9@Q8&@ףp= ;@2@;@Gzn5@Q@zG!0@ףp= W0@>@= ףp=E@9@GzB@ffffff*@>@4@<@ ףp= <@Gz@@3@= ףp=(@= ףp=/@ffffff@Q@)\*@Q84@ ףp=@@)@(\B@\(:@ףp= :@zG8@Gz9@Hz+@(\@Q?(\@Q@Q@(\@HzG@?$@ ףp= @(\??)\( @= ףp=@Hz!@Q?ffffff@p= ף'@(\@ףp= ??ffffff?Q?{Gz@Gz@Gz@)\(@\(\@ףp= @RQ@(\@= ףp=@@?@ ףp=@@I@q= ףp8@ ףp=6@ ףp=@@Gzn5@= ףp}6@Q8#@@ ףp=@@Q B@RL@)\(.@I@Hz?@N@@O@ ףp=*@@<@Q0@lD@(\9@Q8F@Q0@p= #*@ ףp=J@@zG,@ ףp=@@Qx3@zG!7@>@@@fffff7@(\K@33333>@\(7@F@T@ ףp=*M@GzS@(\@@Y@= ףpD@I@GzG@4@ףp= 9@R+@)@RQ,@= ףp!@{Gz7@Gz6@HzK@Gz)@Q8F@!@(\@ףp= 3@ ףp=@@Gzn5@Hz6@Hz1@)@Qk0@ffffff,@,@ @)@ ףp= @&@'@q= ף'@@(\@GzT7@)\(@333333@(\B3@Gzn7@ffffff#@.@ @Q"@@(\51@ףp= $@Q@ffffff"@(\"@)\*@{Gz@"@)\ @Hz2@ ףp= -@p= ##@Q#@Q1@= ףp=@Gzn5@= ףp=@{G:1@(\u+@(\@33333+@L.@zG4@q= ףp.@(\.@1@)@= ףp1@Q:@Q:@(\B7@9@Hz2@Q0@)\ @ףp= 2@Q0@p= #!@ffffff6@= ףp(@ףp= W0@ ףp= @Q+@Gz0@Gz,@GzT0@ ףp= @\(#@(\0@@?@Gz,@Q0@(\@)\*@)@(\µ?@)\(4@ףp= 3@Q@Q5@33333#@Q(@= ףp=#@fffff-@Q^2@Q0@fffff'@ףp= 4@(\D@QC@Q0@p= #/@R<@Gz.%@Y0@Gz!@zG-@Q@ ףp= &@p= c0@Gz,@Gz.-@9@= ףp=/@ ףp=.@GznE@q= ף-@GznE@= ףp}4@Gz,@GznE@$@Gz!@zGa+@(\1@zG0@B@Q@)\*@Gz.+@@Gz.2@= ףp5@q= ף @Y@4@GznE@Q&@QE;@Q8%@T@q= ףp3@N@#@fffff&:@Gz3@Q-@Gz,@= ףp=7@{G:3@(\@ףp= :@I@Hz7@I@zGA@@R<@QxE@9@ףp= =@zGAC@Q'@(\<@{G::@Gz,@Gz,@Y?@I@2@q= ף09@R<@Q?@R<@(\C@Gz,@Gz,@QB@)\8@@B@Gz4A@HzA@Q<@333333>@4@Q;@Q6@{G6@Gz*@(\u:@Gz,@Y6@Gz."@QE;@4@ ףp=@@\(6@7@\(@@RQC@:@fffff@@q= ף?@Q>@p= ף:@= ףp5@Q0@@p= ף+@-@ffffff$@p= #(@Q@.@Gz@Gz,@9@p= ף@= ףp=/@{Gz+@Q@(\@\(\)@(\@zG@)\h5@Q)@fffff,@q= ף&@(\@(\"@HzG6@(\@(\B-@= ףp=/@HzG@ffffff@ffffff@L.@= ףp=@= ףp=@zG@ ףp=2@Q&@(\)@*@{Gz)@(\*@\(1@Gz@9@Hz7@(\@GznE@{Gz @= ףp=@Gz%@q= ףp*@Hz7@\(\@33333F@GznE@R<@R@I@)\(6@9@zG5@ ףp=0@Gzn5@p= ;@Gz,@{Gz@GznE@\(6@ @(\2@HzG@Hz$@zG0@= ףp=/@Hz%@Q8F@333333$@)@Gz.B@ ףp=G@(\u:@N@Gz,@q= ף2@GztD@333333@Q86@\(&@{G1@q= ףp@Gz@Q@Q(@{G.@{G:C@Q%@q= ףC@)\ @I@Q'@Q0@GzT>@Gz./@ ףp=J>@@=@Gz+@fffff1@ףp= :@= ףp=?R<@R<@4@= ףp=/@ ףp=.@(\@(\%@(\@ףp= 0@(\@\(&@0@(\6@p= c3@HzG2@zG0@(\"@R1@Hz!@\(3@ ףp=@@333333@333333@Q2@Gz,@Q5@Gz."@(\9@Hz+@zG@Qx6@(\O1@ףp= W/@)\>@Hz6@L"@@(\;@\(\@<P<O<M<N <I <J<K<L <A<B<C <D <E<F<G <H<1<2 <3 <4<5<6 <7<8 <9 <:<;<< <=<><?<@<Z<Y<X<V<W<Q<R<S<T<UJPP<wP<s<t<u<v<k<l<m<n<o<p<q<r<[<\<]<^<_<`<a<b<c<d<e<f<g<h <i|<j 0L ЂLGCOLnumericnominal:huia,prop,tahoraJnominal:1_OldCamp,2_NewTrack,3_Easy,4_Moderate,5_Steep,6_OldEdge,7_NewEdgeP