unsupervised learning results

nasa93

> ,kloc,0
> ,acap,0.22927988981346761332
> ,data,0.2334438373917348819
> ,time,0.25423355037952316549
> ,plex,0.26866055225810964169
> ,stor,0.27441589382858594393
> ,pmat,0.3093114132807298633
> ,cplx,0.34470954768369121979
> ,apex,0.35198812495229314656
> ,pcap,0.36553252022821636213
> ,rely,0.40329996377433946497
> ,ltex,0.46603801062070232542
> ,pvol,0.56369464132541236001
> ,sced,0.58780717952192207409
> ,tool,0.82277351898917538975
> ,docu,1
> ,flex,1
> ,pcon,1
> ,prec,1
> ,resl,1
> ,ruse,1
> ,site,1
> ,team,1

coc81

> ,tool,0
> ,acap,1
> ,aexp,1
> ,cplx,1
> ,data,1
> ,dev_mode,1
> ,lexp,1
> ,loc,1
> ,modp,1
> ,pcap,1
> ,project_id,1
> ,rely,1
> ,sced,1
> ,stor,1
> ,time,1
> ,turn,1
> ,vexp,1
> ,virt,1

desharnais

>> ,YearEnd,0
>> ,Adjustment,1
>> ,Entities,1
>> ,Langage,1
>> ,Length,1
>> ,ManagerExp,1
>> ,PointsAjust,1
>> ,PointsNonAdjust,1
>> ,Project,1
>> ,TeamExp,1
>> ,Transactions,1

finnish

>> ,prod,0
>> ,at,1
>> ,co,1
>> ,FP,1
>> ,hw,1

nasa93n

>> ,prec,0
>> ,flex,0.11243402160650950439
>> ,docu,0.33052121547798030132
>> ,resl,0.40212091296737206836
>> ,apex,0.46229399349528710328
>> ,data,0.46229399349528710328
>> ,acap,0.61482323785435888386
>> ,pvol,0.61482323785435888386
>> ,sced,0.61482323785435888386
>> ,stor,0.61482323785435888386
>> ,cplx,0.70398054754829086921
>> ,kloc,0.78682242656022605143
>> ,ltex,0.78682242656022605143
>> ,pcap,0.78682242656022605143
>> ,pmat,0.78682242656022605143
>> ,rely,0.78682242656022605143
>> ,ruse,0.78682242656022605143
>> ,team,0.78682242656022605143
>> ,time,0.78682242656022605143
>> ,tool,0.78682242656022605143
>> ,plex,0.87700247550119436735
>> ,site,0.87700247550119436735
>> ,pcon,1

china

>> ,Duration,0
>> ,Resource,0.18076822524622718213
>> ,Enquiry,0.70229300937753547096
>> ,Added,0.70418156239280693676
>> ,NPDR_AFP,0.71748509491228684709
>> ,AFP,0.84023872986505276916
>> ,N_effort,0.84023872986505276916
>> ,Interface,0.85325277904975838084
>> ,File,0.9226111617867434056
>> ,Input,0.94562919153491631352
>> ,Output,0.96948001254205484756
>> ,Changed,0.98391349972332420304
>> ,Deleted,1
>> ,Dev.Type,1
>> ,ID,1
>> ,NPDU_UFP,1
>> ,PDR_AFP,1
>> ,PDR_UFP,1

miyazaki94

>> ,KLOC,0
>> ,FORM,0.40638957366031353002
>> ,ESCRN,0.43471405099857385324
>> ,EFILE,0.63742030743007560556
>> ,FILE,0.74270091796517645477
>> ,EFORM,0.89605538051121036425
>> ,SCRN,1

MRE results

Just listening to the best X percent of attributes, sorted by entropy.

#data sets        cutoff a  ignore           0   25   50    75     100
----------------  ------ -  -------------   ---  ---  ----  ----   ----
data/nasa93.arff, 0.25,  5, 1, , , 10, 0, |, 0,  0.6, 0.81, 0.91,  9.99
data/nasa93.arff, 0.33,  7, 1, , , 10, 0, |, 0, 0.51, 0.77, 0.89,  7.33
data/nasa93.arff,  0.5, 11, 1, , , 10, 0, |, 0, 0.35, 0.69, 0.85, 33.08
data/nasa93.arff, 0.66, 15, 1, , , 10, 0, |, 0, 0.37, 0.61, 0.84,     7
data/nasa93.arff, 0.75, 23, 1, , , 10, 0, |, 0,  0.4, 0.63,  0.9,  12.5
data/nasa93.arff,    1, 23, 1, , , 10, 0, |, 0, 0.42, 0.63, 0.83,  7.33

data/desharnais.arff, 0.001,  1, 1, , , 10, 0, |, 0, 0.34, 0.46, 0.65, 5.92
data/desharnais.arff,  0.25, 11, 1, , , 10, 0, |, 0, 0.22, 0.37, 0.56, 3.87
data/desharnais.arff,  0.33, 11, 1, , , 10, 0, |, 0, 0.25, 0.37, 0.56, 3.87
data/desharnais.arff,   0.5, 11, 1, , , 10, 0, |, 0, 0.25, 0.37, 0.56, 3.87
data/desharnais.arff,  0.66, 11, 1, , , 10, 0, |, 0, 0.25, 0.37, 0.56, 3.87
data/desharnais.arff,  0.75, 10, 1, , , 10, 0, |, 0, 0.27, 0.48, 0.62, 4.18
data/desharnais.arff,     1, 11, 1, , , 10, 0, |, 0, 0.25, 0.37, 0.56, 3.87
 

data/finnish.arff, 0.001, 1, 1, , , 10, 0, |, 0.02, 0.48, 0.71, 0.81, 5.23
data/finnish.arff,  0.25, 1, 1, , , 10, 0, |, 0.05, 0.59, 0.79, 0.85, 4.77
data/finnish.arff,  0.33, 1, 1, , , 10, 0, |, 0.01, 0.58, 0.72, 0.84,  4.9
data/finnish.arff,   0.5, 5, 1, , , 10, 0, |, 0.09, 0.61, 0.76, 0.85,  9.5
data/finnish.arff,  0.66, 5, 1, , , 10, 0, |, 0.09, 0.61, 0.76, 0.85,  9.5
data/finnish.arff,  0.75, 5, 1, , , 10, 0, |, 0.09, 0.61, 0.76, 0.85,  9.5
data/finnish.arff,     1, 5, 1, , , 10, 0, |, 0.09, 0.61, 0.76, 0.85,  9.5

data/coc81.arff, 0.001,   , 1, , , 10, 0, |, 0.07, 0.63, 0.82, 0.98, 15.92
data/coc81.arff,  0.25, 18, 1, , , 10, 0, |, 0.04, 0.76, 0.93,    1, 15.25
data/coc81.arff,  0.33, 18, 1, , , 10, 0, |,    0,  0.6, 0.77, 0.93, 18.58
data/coc81.arff,   0.5, 18, 1, , , 10, 0, |, 0.04, 0.63, 0.86, 0.98,  30.5
data/coc81.arff,  0.66, 18, 1, , , 10, 0, |, 0.04, 0.62, 0.89, 0.99, 27.75
data/coc81.arff,  0.75, 18, 1, , , 10, 0, |,    0, 0.49, 0.85, 0.98, 15.92
data/coc81.arff,     1, 18, 1, , , 10, 0, |,    0, 0.63, 0.84, 0.98, 17.47

data/coc81.arff, 0.001,  1, 1, , , 10, 0, |, 0.04, 0.69,  0.9, 0.98, 14.57
data/coc81.arff,  0.25, 18, 1, , , 10, 0, |,    0, 0.47, 0.82, 0.96, 27.75
data/coc81.arff,  0.33, 18, 1, , , 10, 0, |, 0.01, 0.66, 0.86, 0.98, 15.92
data/coc81.arff,   0.5, 18, 1, , , 10, 0, |, 0.04, 0.58, 0.86, 0.98, 16.96
data/coc81.arff,  0.66, 18, 1, , , 10, 0, |, 0.05, 0.62, 0.94, 1.45, 25.86
data/coc81.arff,  0.75, 18, 1, , , 10, 0, |,    0, 0.62, 0.91, 0.96, 15.92
data/coc81.arff,     1, 18, 1, , , 10, 0, |, 0.06, 0.69, 0.88, 0.99, 15.92

data/miyazaki94.arff, 0.001, 1, 1, , , 10, 0, |,    0, 0.24, 0.45,  0.7,  6.02
data/miyazaki94.arff,  0.25, 1, 1, , , 10, 0, |,    0,  0.2, 0.46, 0.76, 14.25
data/miyazaki94.arff,  0.33, 2, 1, , , 10, 0, |, 0.03, 0.39, 0.61, 0.72, 14.25
data/miyazaki94.arff,   0.5, 3, 1, , , 10, 0, |, 0.01, 0.24, 0.43, 0.63,  4.36
data/miyazaki94.arff,  0.66, 4, 1, , , 10, 0, |,    0,  0.4, 0.61, 0.79,  3.79
data/miyazaki94.arff,  0.75, 5, 1, , , 10, 0, |, 0.02, 0.31, 0.45, 0.72,  3.57
data/miyazaki94.arff,     1, 7, 1, , , 10, 0, |,    0,  0.2, 0.63, 0.78,  5.35

data/china.arff, 0.001,  1, 1, , , 10, 0, |, 0,  0.5, 0.76, 0.94, 93.48
data/china.arff,  0.25,  5, 1, , , 10, 0, |, 0, 0.14, 0.27, 0.45, 14.67
data/china.arff,  0.33,  5, 1, , , 10, 0, |, 0, 0.44, 0.66, 0.83, 46.84
data/china.arff,   0.5,  9, 1, , , 10, 0, |, 0, 0.21, 0.37, 0.58,  8.46
data/china.arff,  0.66, 13, 1, , , 10, 0, |, 0, 0.24, 0.38, 0.59, 13.63
data/china.arff,  0.75, 18, 1, , , 10, 0, |, 0, 0.38, 0.58, 0.76, 12.08
data/china.arff,     1, 18, 1, , , 10, 0, |, 0, 0.37, 0.57, 0.75, 19.35