Output Tugas Uk4

Warning # 849 in column 23. Text: in_IDThe LOCALE subcommand of the SET command has an invalid parameter. It couldnot be mapped to a valid backend locale.GET FILE='D:\Kuliah\2014\mpkuan\MPK\MPK-2015\TUGAS DISKRIMINAN.sav'.DATASET NAME DataSet1 WINDOW=FRONT.DISCRIMINANT /GROUPS=PEMBACA(0 1) /VARIABLES=LAYOUT UKURAN_HURUF CAKUPAN_BERITA AKTUALITAS_BERITA ISUE KOLOM_ANALISIS KELENGKAPAN_BERITA FREKUENSI_IKLAN FREKUENSI_TERBIT KUALITAS_CETAKAN HARGA /ANALYSIS ALL /METHOD=MAHAL /PIN=.05 /POUT=.10 /PRIORS EQUAL /HISTORY /STATISTICS=MEAN STDDEV UNIVF COEFF CROSSVALID /PLOT=CASES /CLASSIFY=NONMISSING POOLED.

Discriminant

Notes

Output Created 30-MAY-2015 15:55:06

Comments

Input

Data

D:\Kuliah\2014\mpkuan\MPK\

MPK-2015\TUGAS

DISKRIMINAN.sav

Active Dataset DataSet1

Filter <none>

Weight <none>

Split File <none>

N of Rows in Working Data

File150

Missing Value Handling Definition of Missing User-defined missing values

are treated as missing in the

analysis phase.

Cases Used

In the analysis phase, cases

with no user- or system-

missing values for any

predictor variable are used.

Cases with user-, system-

missing, or out-of-range

values for the grouping

variable are always excluded.

Notes

Syntax

DISCRIMINANT

/GROUPS=PEMBACA(0 1)

/VARIABLES=LAYOUT

UKURAN_HURUF

CAKUPAN_BERITA

AKTUALITAS_BERITA ISUE

KOLOM_ANALISIS

KELENGKAPAN_BERITA

FREKUENSI_IKLAN

FREKUENSI_TERBIT

KUALITAS_CETAKAN

HARGA

/ANALYSIS ALL

/METHOD=MAHAL

/PIN=.05

/POUT=.10

/PRIORS EQUAL

/HISTORY

/STATISTICS=MEAN

STDDEV UNIVF COEFF

CROSSVALID

/PLOT=CASES

/CLASSIFY=NONMISSING

POOLED.

ResourcesProcessor Time 00:00:00,33

Elapsed Time 00:00:00,39

[DataSet1] D:\Kuliah\2014\mpkuan\MPK\MPK-2015\TUGAS DISKRIMINAN.sav

Analysis Case Processing Summary

Unweighted Cases N Percent

Valid 150 100,0

Excluded

Missing or out-of-range

group codes0 ,0

At least one missing

discriminating variable0 ,0

Both missing or out-of-range

group codes and at least one

missing discriminating

variable

0 ,0

Total 0 ,0

Total 150 100,0

Group Statistics

PEMBACA Mean Std. Deviation Valid N (listwise)

Unweighted Weighted

LOYAL

LAYOUT 7,3775 1,73716 80 80,000

UKURAN_HURUF 5,9450 2,05543 80 80,000

CAKUPAN_BERITA 6,0187 2,16527 80 80,000

AKTUALITAS_BERITA 7,6925 1,58664 80 80,000

ISUE 6,6537 2,46129 80 80,000

KOLOM_ANALISIS 6,4725 2,26324 80 80,000

KELENGKAPAN_BERITA 7,6825 1,57502 80 80,000

FREKUENSI_IKLAN 6,2825 2,11677 80 80,000

FREKUENSI_TERBIT 5,7637 2,46614 80 80,000

KUALITAS_CETAKAN 6,8650 1,97728 80 80,000

HARGA 6,7075 2,03711 80 80,000

TIDAK LOYAL

LAYOUT 7,2371 2,11750 70 70,000

UKURAN_HURUF 5,3486 1,88593 70 70,000

CAKUPAN_BERITA 6,2886 2,11184 70 70,000


ISUE 6,3629 2,00847 70 70,000

KOLOM_ANALISIS 6,2457 2,35370 70 70,000


FREKUENSI_IKLAN 6,5614 2,49494 70 70,000



HARGA 6,0314 1,99786 70 70,000

Total LAYOUT 7,3120 1,91868 150 150,000

UKURAN_HURUF 5,6667 1,99404 150 150,000

CAKUPAN_BERITA 6,1447 2,13760 150 150,000


ISUE 6,5180 2,25859 150 150,000

KOLOM_ANALISIS 6,3667 2,30091 150 150,000


FREKUENSI_IKLAN 6,4127 2,29734 150 150,000



HARGA 6,3920 2,04038 150 150,000

Tests of Equality of Group Means

Wilks' Lambda F df1 df2 Sig.

LAYOUT ,999 ,199 1 148 ,656

UKURAN_HURUF ,978 3,394 1 148 ,067

CAKUPAN_BERITA ,996 ,593 1 148 ,442

AKTUALITAS_BERITA ,940 9,463 1 148 ,002

ISUE ,996 ,618 1 148 ,433

KOLOM_ANALISIS ,998 ,361 1 148 ,549

KELENGKAPAN_BERITA ,955 7,023 1 148 ,009

FREKUENSI_IKLAN ,996 ,549 1 148 ,460

FREKUENSI_TERBIT ,998 ,305 1 148 ,582

KUALITAS_CETAKAN ,957 6,571 1 148 ,011

HARGA ,972 4,186 1 148 ,043

Analysis 1

Stepwise Statistics

Variables Entered/Removeda,b,c,d

Step Entered Min. D Squared

Statistic Between Groups Exact F

Statistic df1 df2 Sig.

1AKTUALITAS_B

ERITA,253

LOYAL and

TIDAK LOYAL9,463 1 148,000 ,002

2 HARGA ,549LOYAL and

TIDAK LOYAL10,187 2 147,000 7,192E-005

3KELENGKAPAN

_BERITA,861

LOYAL and

TIDAK LOYAL10,564 3 146,000 2,493E-006

At each step, the variable that maximizes the Mahalanobis distance between the two closest groups is

entered.a,b,c,d

a. Maximum number of steps is 22.

b. Maximum significance of F to enter is .05.

c. Minimum significance of F to remove is .10.

d. F level, tolerance, or VIN insufficient for further computation.

Variables in the Analysis

Step Tolerance Sig. of F to

Remove

Min. D Squared Between Groups

1 AKTUALITAS_BERITA 1,000 ,002

2

AKTUALITAS_BERITA ,879 ,000 ,112LOYAL and

TIDAK LOYAL

HARGA ,879 ,002 ,253LOYAL and

TIDAK LOYAL

3

AKTUALITAS_BERITA ,865 ,000 ,334LOYAL and

TIDAK LOYAL

HARGA ,862 ,001 ,480LOYAL and

TIDAK LOYAL

KELENGKAPAN_BERITA ,974 ,002 ,549LOYAL and

TIDAK LOYAL

Variables Not in the Analysis

Step Tolerance Min. Tolerance Sig. of F to

Enter

Min. D Squared

0

LAYOUT 1,000 1,000 ,656 ,005

UKURAN_HURUF 1,000 1,000 ,067 ,091

CAKUPAN_BERITA 1,000 1,000 ,442 ,016

AKTUALITAS_BERITA 1,000 1,000 ,002 ,253

ISUE 1,000 1,000 ,433 ,017

KOLOM_ANALISIS 1,000 1,000 ,549 ,010

KELENGKAPAN_BERITA 1,000 1,000 ,009 ,188

FREKUENSI_IKLAN 1,000 1,000 ,460 ,015

FREKUENSI_TERBIT 1,000 1,000 ,582 ,008

KUALITAS_CETAKAN 1,000 1,000 ,011 ,176

HARGA 1,000 1,000 ,043 ,112

1

LAYOUT 1,000 1,000 ,649 ,259

UKURAN_HURUF 1,000 1,000 ,085 ,340

CAKUPAN_BERITA 1,000 1,000 ,448 ,270

ISUE ,998 ,998 ,540 ,264

KOLOM_ANALISIS 1,000 1,000 ,539 ,264

KELENGKAPAN_BERITA ,993 ,993 ,006 ,480

FREKUENSI_IKLAN 1,000 1,000 ,495 ,267

FREKUENSI_TERBIT ,990 ,990 ,813 ,255

KUALITAS_CETAKAN ,965 ,965 ,053 ,363

HARGA ,879 ,879 ,002 ,549

2 LAYOUT ,986 ,867 ,420 ,570


Step Between Groups

0

LAYOUT LOYAL and TIDAK LOYAL

UKURAN_HURUF LOYAL and TIDAK LOYAL

CAKUPAN_BERITA LOYAL and TIDAK LOYAL

AKTUALITAS_BERITA LOYAL and TIDAK LOYAL

ISUE LOYAL and TIDAK LOYAL

KOLOM_ANALISIS LOYAL and TIDAK LOYAL

KELENGKAPAN_BERITA LOYAL and TIDAK LOYAL

FREKUENSI_IKLAN LOYAL and TIDAK LOYAL

FREKUENSI_TERBIT LOYAL and TIDAK LOYAL

KUALITAS_CETAKAN LOYAL and TIDAK LOYAL

HARGA LOYAL and TIDAK LOYAL

1










HARGA LOYAL and TIDAK LOYAL

2 LAYOUT LOYAL and TIDAK LOYAL


Step Tolerance Min. Tolerance Sig. of F to

Enter

Min. D Squared

2 UKURAN_HURUF ,996 ,876 ,065 ,657

CAKUPAN_BERITA 1,000 ,879 ,492 ,564

ISUE ,994 ,876 ,436 ,568

KOLOM_ANALISIS ,984 ,865 ,842 ,551

KELENGKAPAN_BERITA ,974 ,862 ,002 ,861

FREKUENSI_IKLAN ,999 ,878 ,582 ,559



3

LAYOUT ,983 ,848 ,337 ,891

UKURAN_HURUF ,996 ,858 ,065 ,976

CAKUPAN_BERITA ,999 ,861 ,570 ,871

ISUE ,991 ,859 ,562 ,872

KOLOM_ANALISIS ,963 ,852 ,525 ,874

FREKUENSI_IKLAN ,996 ,860 ,708 ,865




Step Between Groups

2 UKURAN_HURUF LOYAL and TIDAK LOYAL








3









Wilks' Lambda

Step Number of

Variables

Lambda df1 df2 df3 Exact F

Statistic df1

1 1 ,940 1 1 148 9,463 1

2 2 ,878 2 1 148 10,187 2

3 3 ,822 3 1 148 10,564 3

Wilks' Lambda

Step Exact F

df2 Sig.

1 148,000 ,002

2 147,000 ,000

3 146,000 ,000

Summary of Canonical Discriminant Functions

Eigenvalues

Function Eigenvalue % of Variance Cumulative % Canonical

Correlation

1 ,217a 100,0 100,0 ,422

a. First 1 canonical discriminant functions were used in the analysis.

Wilks' Lambda

Test of Function(s) Wilks' Lambda Chi-square df Sig.

1 ,822 28,780 3 ,000

Standardized Canonical Discriminant

Function Coefficients

Function

1

AKTUALITAS_BERITA ,841

KELENGKAPAN_BERITA ,609

HARGA ,716

Structure Matrix

Function

1

AKTUALITAS_BERITA ,543

KELENGKAPAN_BERITA ,468

HARGA ,361

KUALITAS_CETAKANa ,341

LAYOUTa -,109

FREKUENSI_TERBITa -,102

FREKUENSI_IKLANa -,057

UKURAN_HURUFa -,040

ISUEa ,025

CAKUPAN_BERITAa -,024

KOLOM_ANALISISa -,017

Pooled within-groups correlations

between discriminating variables and

standardized canonical discriminant

functions

Variables ordered by absolute size of

correlation within function.

a. This variable not used in the analysis.

Functions at Group

Centroids

PEMBACA Function

1

LOYAL ,433

TIDAK LOYAL -,495

Unstandardized canonical

discriminant functions

evaluated at group means

Classification Statistics

Classification Processing Summary

Processed 150

Excluded

Missing or out-of-range

group codes0

At least one missing

discriminating variable0

Used in Output 150

Prior Probabilities for Groups

PEMBACA Prior Cases Used in Analysis

Unweighted Weighted

LOYAL ,500 80 80,000

TIDAK LOYAL ,500 70 70,000

Total 1,000 150 150,000

Classification Function Coefficients

PEMBACA

LOYAL TIDAK LOYAL

AKTUALITAS_BERITA 3,309 2,909

KELENGKAPAN_BERITA 2,581 2,293

HARGA 3,017 2,688

(Constant) -33,453 -26,391

Fisher's linear discriminant functions

Casewise Statistics

Case Number Actual Group Highest Group

Predicted Group P(D>d | G=g)

p df

Original 1 0 0 ,303 1

2 0 0 ,410 1

3 0 1** ,655 1

4 0 0 ,280 1

5 0 0 ,837 1

6 0 0 ,139 1

7 0 1** ,750 1

8 0 1** ,940 1

9 0 0 ,574 1

10 0 0 ,413 1

11 1 1 ,763 1

12 1 1 ,916 1

13 1 1 ,770 1

14 1 1 ,007 1

15 1 0** ,806 1

16 0 1** ,921 1

17 0 1** ,795 1

18 0 0 ,938 1

19 0 0 ,071 1

20 0 0 ,317 1

21 0 1** ,585 1

22 0 0 ,861 1

23 0 0 ,793 1

24 0 1** ,954 1

25 0 1** ,692 1

26 1 1 ,211 1

27 1 1 ,058 1

28 1 1 ,385 1

29 1 1 ,476 1

30 1 1 ,219 1

31 1 1 ,357 1

32 1 1 ,546 1

Casewise Statistics

Case Number Highest Group Second Highest Group

P(G=g | D=d) Squared

Mahalanobis

Distance to

Centroid

Group P(G=g | D=d)

Original 1 ,800 1,061 1 ,200

2 ,768 ,678 1 ,232

3 ,504 ,199** 0 ,496

4 ,807 1,165 1 ,193

5 ,560 ,042 1 ,440

6 ,858 2,187 1 ,142

7 ,674 ,101** 0 ,326

8 ,589 ,006** 0 ,411

9 ,721 ,315 1 ,279

10 ,767 ,670 1 ,233

11 ,538 ,091 0 ,462

12 ,629 ,011 0 ,371

13 ,540 ,085 0 ,460

14 ,948 7,163 0 ,052

15 ,659 ,061** 1 ,341

16 ,628 ,010** 0 ,372

17 ,662 ,067** 0 ,338

18 ,623 ,006 1 ,377

19 ,892 3,264 1 ,108

20 ,796 1,002 1 ,204

21 ,719 ,299** 0 ,281

22 ,567 ,031 1 ,433

23 ,662 ,069 1 ,338

24 ,593 ,003** 0 ,407

25 ,516 ,157** 0 ,484

26 ,831 1,562 0 ,169

27 ,899 3,589 0 ,101

28 ,775 ,754 0 ,225

29 ,749 ,508 0 ,251

30 ,828 1,508 0 ,172

31 ,783 ,848 0 ,217

32 ,729 ,365 0 ,271

Casewise Statistics

Case Number Second Highest Group Discriminant Scores

Squared Mahalanobis

Distance to Centroid

Function 1

Original 1 3,833 1,463

2 3,067 1,256

3 ,232 -,048**

4 4,028 1,512

5 ,522 ,228

6 5,792 1,912

7 1,553 -,813**

8 ,725 -,419**

9 2,218 ,995

10 3,049 1,251

11 ,392 -,193

12 1,068 -,600

13 ,404 -,203

14 12,989 -3,171

15 1,378 ,679**

16 1,053 -,593**

17 1,409 -,754**

18 1,010 ,510

19 7,476 2,240

20 3,719 1,434

21 2,173 -1,041**

22 ,567 ,258

23 1,417 ,696

24 ,757 -,437**

25 ,283 -,099**

26 4,741 -1,744

27 7,964 -2,389

28 3,225 -1,363

29 2,691 -1,207

30 4,646 -1,723

31 3,418 -1,416

32 2,346 -1,099

Casewise Statistics



p df

Original 33 1 1 ,842 1

34 1 1 ,935 1

35 1 1** ,038 1

36 0 0 ,766 1

37 0 0 ,852 1

38 0 0 ,846 1

39 0 0** ,499 1

40 0 0** ,300 1

41 1 1 ,931 1

42 1 1 ,238 1

43 1 1 ,938 1

44 1 0 ,928 1

45 1 0 ,726 1

46 1 1 ,520 1

47 1 0** ,736 1

48 1 0** ,881 1

49 1 0** ,550 1

50 1 1 ,113 1

51 0 0 ,975 1

52 0 0 ,360 1

53 0 1** ,766 1

54 0 1 ,700 1

55 0 0 ,453 1

56 0 0** ,945 1

57 0 0** ,724 1

58 0 0 ,842 1

59 0 1 ,758 1

60 0 0 ,621 1

61 0 0 ,683 1

62 0 0 ,135 1

63 0 1 ,676 1

64 0 0 ,440 1

Casewise Statistics



Mahalanobis

Distance to

Centroid

Group P(G=g | D=d)

Original 33 ,649 ,040 0 ,351

34 ,624 ,007 0 ,376

35 ,913 4,284** 0 ,087

36 ,539 ,088 1 ,461

37 ,646 ,035 1 ,354

38 ,648 ,038 1 ,352

39 ,742 ,458** 1 ,258

40 ,801 1,076** 1 ,199

41 ,587 ,008 0 ,413

42 ,821 1,390 0 ,179

43 ,623 ,006 0 ,377

44 ,626 ,008 1 ,374

45 ,526 ,123 1 ,474

46 ,736 ,414 0 ,264

47 ,678 ,114** 1 ,322

48 ,572 ,022** 1 ,428

49 ,728 ,357** 1 ,272

50 ,870 2,515 0 ,130

51 ,599 ,001 1 ,401

52 ,782 ,837 1 ,218

53 ,539 ,088** 0 ,461

54 ,518 ,149 0 ,482

55 ,755 ,563 1 ,245

56 ,591 ,005** 1 ,409

57 ,526 ,125** 1 ,474

58 ,561 ,040 1 ,439

59 ,536 ,095 0 ,464

60 ,709 ,244 1 ,291

61 ,513 ,167 1 ,487

62 ,860 2,231 1 ,140

63 ,511 ,174 0 ,489

64 ,759 ,598 1 ,241

Casewise Statistics


Squared Mahalanobis


Function 1

Original 33 1,269 -,694

34 1,018 -,576

35 8,985 -2,565**

36 ,398 ,136

37 1,240 ,619

38 1,258 ,627

39 2,573 1,109**

40 3,862 1,470**

41 ,707 -,408

42 4,437 -1,674

43 1,011 -,573

44 1,036 ,523

45 ,332 ,082

46 2,468 -1,138

47 1,600 ,770**

48 ,606 ,284**

49 2,326 1,030**

50 6,318 -2,081

51 ,804 ,402

52 3,395 1,348

53 ,397 -,197**

54 ,294 -,109

55 2,816 1,183

56 ,738 ,364**

57 ,330 ,079**

58 ,530 ,233

59 ,384 -,187

60 2,020 ,927

61 ,269 ,024

62 5,862 1,926

63 ,260 -,077

64 2,892 1,206

Casewise Statistics



p df

Original 65 0 1 ,725 1

66 1 1 ,804 1

67 1 1** ,659 1

68 1 0 ,324 1

69 1 1 ,668 1

70 1 0 ,787 1

71 1 1** ,671 1

72 1 0** ,771 1

73 1 1 ,971 1

74 1 1 ,984 1

75 1 1 ,897 1

76 0 1 ,914 1

77 0 1 ,616 1

78 0 1 ,331 1

79 0 0** ,133 1

80 0 0** ,066 1

81 0 0** ,274 1

82 0 1 ,525 1

83 0 0 ,244 1

84 0 1 ,406 1

85 0 0** ,983 1

86 1 0 ,785 1

87 1 0 ,479 1

88 1 1** ,487 1

89 1 1** ,849 1

90 1 0 ,674 1

91 1 0 ,949 1

92 1 1 ,590 1

93 1 1 ,883 1

94 1 1 ,884 1

95 1 0 ,896 1

96 0 0 ,140 1

Casewise Statistics



Mahalanobis

Distance to

Centroid

Group P(G=g | D=d)

Original 65 ,681 ,124 0 ,319

66 ,659 ,062 0 ,341

67 ,698 ,195** 0 ,302

68 ,793 ,972 1 ,207

69 ,696 ,184 0 ,304

70 ,664 ,073 1 ,336

71 ,509 ,180** 0 ,491

72 ,540 ,085** 1 ,460

73 ,614 ,001 0 ,386

74 ,601 ,000 0 ,399

75 ,577 ,017 0 ,423

76 ,582 ,012 0 ,418

77 ,710 ,251 0 ,290

78 ,791 ,945 0 ,209

79 ,861 2,254** 1 ,139

80 ,895 3,389** 1 ,105

81 ,809 1,199** 1 ,191

82 ,735 ,403 0 ,265

83 ,819 1,356 1 ,181

84 ,769 ,691 0 ,231

85 ,601 ,000** 1 ,399

86 ,544 ,074 1 ,456

87 ,748 ,502 1 ,252

88 ,745 ,482** 0 ,255

89 ,647 ,036** 0 ,353

90 ,510 ,177 1 ,490

91 ,592 ,004 1 ,408

92 ,717 ,291 0 ,283

93 ,573 ,021 0 ,427

94 ,573 ,021 0 ,427

95 ,577 ,017 1 ,423

96 ,858 2,178 1 ,142

Casewise Statistics


Squared Mahalanobis


Function 1

Original 65 1,638 -,847

66 1,383 -,743

67 1,874 -,936**

68 3,662 1,419

69 1,841 -,924

70 1,436 ,703

71 ,253 -,070**

72 ,405 ,142**

73 ,929 -,531

74 ,823 -,474

75 ,637 -,365

76 ,672 -,387

77 2,041 -,996

78 3,609 -1,467

79 5,900 1,934**

80 7,665 2,274**

81 4,091 1,528**

82 2,442 -1,130

83 4,376 1,597

84 3,093 -1,326

85 ,822 ,412**

86 ,429 ,161

87 2,677 1,141

88 2,631 -1,189**

89 1,249 -,685**

90 ,256 ,012

91 ,747 ,370

92 2,152 -1,034

93 ,610 -,348

94 ,611 -,349

95 ,636 ,302

96 5,777 1,909

Casewise Statistics



p df

Original 97 0 0 ,812 1

98 0 1 ,981 1

99 0 0** ,649 1

100 0 0 ,866 1

101 0 0 ,842 1

102 0 0 ,547 1

103 0 1** ,451 1

104 0 1** ,692 1

105 0 0 ,091 1

106 1 1 ,248 1

107 1 0 ,433 1

108 1 1 ,730 1

109 1 1 ,913 1

110 1 1 ,905 1

111 0 1** ,467 1

112 0 0** ,459 1

113 0 0** ,967 1

114 0 0 ,737 1

115 0 1 ,862 1

116 1 0 ,603 1

117 1 1** ,435 1

118 1 1 ,711 1

119 1 0 ,765 1

120 1 0** ,512 1

121 1 1** ,944 1

122 1 0 ,913 1

123 1 0 ,818 1

124 1 1 ,012 1

125 1 0 ,758 1

126 0 1 ,753 1

127 0 0 ,780 1

128 0 0 ,125 1

Casewise Statistics



Mahalanobis

Distance to

Centroid

Group P(G=g | D=d)

Original 97 ,657 ,057 1 ,343

98 ,601 ,001 0 ,399

99 ,502 ,207** 1 ,498

100 ,568 ,028 1 ,432

101 ,561 ,040 1 ,439

102 ,729 ,363 1 ,271

103 ,756 ,567** 0 ,244

104 ,689 ,157** 0 ,311

105 ,880 2,848 1 ,120

106 ,818 1,337 0 ,182

107 ,761 ,614 1 ,239

108 ,528 ,119 0 ,472

109 ,630 ,012 0 ,370

110 ,579 ,014 0 ,421

111 ,751 ,529** 0 ,249

112 ,753 ,548** 1 ,247

113 ,597 ,002** 1 ,403

114 ,677 ,113 1 ,323

115 ,567 ,030 0 ,433

116 ,714 ,271 1 ,286

117 ,760 ,609** 0 ,240

118 ,522 ,137 0 ,478

119 ,538 ,089 1 ,462

120 ,739 ,430** 1 ,261

121 ,621 ,005** 0 ,379

122 ,582 ,012 1 ,418

123 ,554 ,053 1 ,446

124 ,941 6,346 0 ,059

125 ,672 ,095 1 ,328

126 ,535 ,099 0 ,465

127 ,543 ,078 1 ,457

128 ,865 2,354 1 ,135

Casewise Statistics


Squared Mahalanobis


Function 1

Original 97 1,359 ,671

98 ,817 -,471

99 ,223 -,022**

100 ,577 ,265

101 ,530 ,233

102 2,342 1,036

103 2,826 -1,248**

104 1,752 -,891**

105 6,840 2,121

106 4,342 -1,651

107 2,928 1,216

108 ,340 -,150

109 1,074 -,603

110 ,653 -,375

111 2,739 -1,222**

112 2,781 1,173**

113 ,786 ,392**

114 1,597 ,769

115 ,569 -,321

116 2,098 ,954

117 2,918 -1,275**

118 ,311 -,125

119 ,395 ,134

120 2,507 1,088**

121 ,996 -,565**

122 ,670 ,324

123 ,486 ,202

124 11,881 -3,014

125 1,526 ,741

126 ,376 -,180

127 ,420 ,153

128 6,061 1,967

Casewise Statistics



p df

Original 129 0 0 ,974 1

130 0 0 ,439 1

131 1 1** ,972 1

132 1 0 ,598 1

133 1 1 ,926 1

134 1 1 ,195 1

135 1 1** ,980 1

136 0 0** ,788 1

137 0 0 ,255 1

138 0 1 ,999 1

139 0 0 ,814 1

140 0 0 ,243 1

141 0 0 ,938 1

142 0 1 ,546 1

143 0 0** ,652 1

144 0 0** ,857 1

145 0 0** ,930 1

146 1 1 ,216 1

147 1 0 ,399 1

148 1 1 ,490 1

149 1 1** ,945 1

150 1 1 ,098 1

Cross-validated

1 0 0 ,762 3

2 0 0** ,805 3

3 0 1** ,778 3

4 0 0 ,708 3

5 0 0 ,911 3

6 0 0 ,406 3

7 0 1 ,721 3

8 0 1 ,802 3

9 0 0 ,918 3

10 0 0 ,856 3

Casewise Statistics



Mahalanobis

Distance to

Centroid

Group P(G=g | D=d)

Original 129 ,613 ,001 1 ,387

130 ,759 ,598 1 ,241

131 ,614 ,001** 0 ,386

132 ,715 ,278 1 ,285

133 ,626 ,009 0 ,374

134 ,837 1,683 0 ,163

135 ,611 ,001** 0 ,389

136 ,664 ,072** 1 ,336

137 ,816 1,298 1 ,184

138 ,606 ,000 0 ,394

139 ,657 ,055 1 ,343

140 ,820 1,363 1 ,180

141 ,623 ,006 1 ,377

142 ,729 ,365 0 ,271

143 ,503 ,204** 1 ,497

144 ,645 ,032** 1 ,355

145 ,586 ,008** 1 ,414

146 ,829 1,532 0 ,171

147 ,771 ,712 1 ,229

148 ,745 ,475 0 ,255

149 ,591 ,005** 0 ,409

150 ,877 2,743 0 ,123

Cross-validated

1 ,798 1,161 1 ,202

2 ,765 ,985** 1 ,235

3 ,508 1,096** 0 ,492

4 ,805 1,389 1 ,195

5 ,558 ,534 1 ,442

6 ,857 2,909 1 ,143

7 ,684 1,336 0 ,316

8 ,595 ,997 0 ,405

9 ,719 ,504 1 ,281

10 ,765 ,772 1 ,235

Casewise Statistics


Squared Mahalanobis


Function 1

Original 129 ,923 ,466

130 2,894 1,206

131 ,927 -,530**

132 2,118 ,961

133 1,042 -,588

134 4,951 -1,792

135 ,907 -,520**

136 1,431 ,701**

137 4,272 1,572

138 ,857 -,493

139 1,352 ,668

140 4,389 1,600

141 1,010 ,510

142 2,347 -1,099

143 ,227 -,018**

144 1,227 ,613**

145 ,706 ,346**

146 4,689 -1,732

147 3,139 1,277

148 2,615 -1,184

149 ,738 -,426**

150 6,676 -2,151

Cross-validated 1 3,907

2 3,347

3 1,163

4 4,223

5 ,996

6 6,483

7 2,885

8 1,770

9 2,387

10 3,128

Casewise Statistics



p df

Cross-validated 11 1 1 ,075 3

12 1 1 ,844 3

13 1 1** ,975 3

14 1 1 ,008 3

15 1 0 ,982 3

16 0 1 ,133 3

17 0 1** ,322 3

18 0 0** ,997 3

19 0 0 ,328 3

20 0 0 ,464 3

21 0 1 ,592 3

22 0 0 ,578 3

23 0 0 ,967 3

24 0 1 ,164 3

25 0 1** ,838 3

26 1 1** ,087 3

27 1 1** ,046 3

28 1 1 ,068 3

29 1 1 ,204 3

30 1 1 ,317 3

31 1 1** ,150 3

32 1 1 ,246 3

33 1 1 ,064 3

34 1 1** ,022 3

35 1 1** ,048 3

36 0 0 ,812 3

37 0 0 ,624 3

38 0 0 ,681 3

39 0 0 ,882 3

40 0 0 ,558 3

41 1 1 ,097 3

42 1 1 ,114 3

Casewise Statistics



Mahalanobis

Distance to

Centroid

Group P(G=g | D=d)

Cross-validated 11 ,510 6,917 0 ,490

12 ,626 ,823 0 ,374

13 ,539 ,216** 0 ,461

14 ,950 11,712 0 ,050

15 ,664 ,171 1 ,336

16 ,656 5,592 0 ,344

17 ,682 3,491** 0 ,318

18 ,622 ,051** 1 ,378

19 ,891 3,443 1 ,109

20 ,792 2,565 1 ,208

21 ,733 1,905 0 ,267

22 ,560 1,973 1 ,440

23 ,661 ,264 1 ,339

24 ,618 5,110 0 ,382

25 ,519 ,848** 0 ,481

26 ,824 6,558** 0 ,176

27 ,897 8,015** 0 ,103

28 ,763 7,111 0 ,237

29 ,739 4,594 0 ,261

30 ,823 3,532 0 ,177

31 ,774 5,316** 0 ,226

32 ,719 4,142 0 ,281

33 ,626 7,273 0 ,374

34 ,592 9,642** 0 ,408

35 ,912 7,890** 0 ,088

36 ,535 ,957 1 ,465

37 ,641 1,759 1 ,359

38 ,643 1,505 1 ,357

39 ,740 ,661 1 ,260

40 ,798 2,069 1 ,202

41 ,563 6,315 0 ,437

42 ,814 5,957 0 ,186

Casewise Statistics


Squared Mahalanobis


Function 1


12 1,850

13 ,526

14 17,599

15 1,537

16 6,881

17 5,013

18 1,047

19 7,638

20 5,239

21 3,923

22 2,453

23 1,597

24 6,071

25 1,004

26 9,641

27 12,344

28 9,445

29 6,675

30 6,612

31 7,783

32 6,026

33 8,306

34 10,383

35 12,563

36 1,237

37 2,917

38 2,683

39 2,755

40 4,817

41 6,825

42 8,910

Casewise Statistics



p df


44 1 0 ,979 3

45 1 0** ,474 3

46 1 1 ,267 3

47 1 0 ,889 3

48 1 0 ,809 3

49 1 0** ,219 3

50 1 1** ,038 3

51 0 0 ,790 3

52 0 0 ,823 3

53 0 1 ,808 3

54 0 1 ,161 3

55 0 0 ,519 3

56 0 0 ,771 3

57 0 0** ,564 3

58 0 0** ,882 3

59 0 1** ,642 3

60 0 0 ,542 3

61 0 0 ,982 3

62 0 0 ,496 3

63 0 1** ,738 3

64 0 0 ,893 3

65 0 1 ,168 3

66 1 1** ,760 3

67 1 1** ,604 3

68 1 0 ,781 3

69 1 1 ,555 3

70 1 0 ,874 3

71 1 0 ,493 3

72 1 0 ,925 3

73 1 1 ,488 3

74 1 1 ,427 3

Casewise Statistics



Mahalanobis

Distance to

Centroid

Group P(G=g | D=d)

Cross-validated 43 ,616 1,981 0 ,384

44 ,630 ,191 1 ,370

45 ,538 2,507** 1 ,462

46 ,727 3,948 0 ,273

47 ,686 ,633 1 ,314

48 ,579 ,969 1 ,421

49 ,756 4,423** 1 ,244

50 ,865 8,443** 0 ,135

51 ,595 1,046 1 ,405

52 ,780 ,910 1 ,220

53 ,543 ,970 0 ,457

54 ,539 5,149 0 ,461

55 ,751 2,269 1 ,249

56 ,587 1,127 1 ,413

57 ,518 2,040** 1 ,482

58 ,558 ,664** 1 ,442

59 ,544 1,676** 0 ,456

60 ,703 2,151 1 ,297

61 ,512 ,174 1 ,488

62 ,858 2,387 1 ,142

63 ,516 1,261** 0 ,484

64 ,757 ,617 1 ,243

65 ,708 5,053 0 ,292

66 ,655 1,172** 0 ,345

67 ,693 1,851** 0 ,307

68 ,806 1,085 1 ,194

69 ,690 2,085 0 ,310

70 ,672 ,698 1 ,328

71 ,501 2,406 1 ,499

72 ,543 ,473 1 ,457

73 ,605 2,432 0 ,395

74 ,591 2,777 0 ,409

Casewise Statistics


Squared Mahalanobis


Function 1


44 1,257

45 2,813

46 5,910

47 2,197

48 1,606

49 6,680

50 12,161

51 1,818

52 3,444

53 1,317

54 5,464

55 4,474

56 1,826

57 2,184

58 1,133

59 2,027

60 3,877

61 ,271

62 5,992

63 1,388

64 2,890

65 6,824

66 2,455

67 3,478

68 3,939

69 3,684

70 2,135

71 2,413

72 ,818

73 3,286

74 3,515

Casewise Statistics



p df


76 0 1 ,385 3

77 0 1** ,092 3

78 0 1 ,053 3

79 0 0 ,497 3

80 0 0 ,252 3

81 0 0** ,703 3

82 0 1** ,059 3

83 0 0 ,705 3

84 0 1 ,135 3

85 0 0 ,195 3

86 1 0 ,344 3

87 1 0 ,904 3

88 1 1 ,036 3

89 1 1** ,621 3

90 1 0** ,863 3

91 1 0** ,938 3

92 1 1 ,641 3

93 1 1 ,015 3

94 1 1 ,278 3

95 1 0** ,439 3

96 0 0 ,512 3

97 0 0 ,961 3

98 0 1** ,695 3

99 0 1** ,556 3

100 0 0 ,988 3

101 0 0 ,882 3

102 0 0 ,416 3

103 0 1 ,779 3

104 0 1 ,170 3

105 0 0 ,383 3

106 1 1 ,434 3

Casewise Statistics



Mahalanobis

Distance to

Centroid

Group P(G=g | D=d)

Cross-validated 75 ,575 ,469 0 ,425

76 ,597 3,040 0 ,403

77 ,744 6,451** 0 ,256

78 ,828 7,700 0 ,172

79 ,859 2,380 1 ,141

80 ,894 4,086 1 ,106

81 ,807 1,413** 1 ,193

82 ,773 7,439** 0 ,227

83 ,817 1,402 1 ,183

84 ,799 5,568 0 ,201

85 ,586 4,701 1 ,414

86 ,561 3,323 1 ,439

87 ,758 ,566 1 ,242

88 ,728 8,574 0 ,272

89 ,641 1,771** 0 ,359

90 ,513 ,744** 1 ,487

91 ,596 ,409** 1 ,404

92 ,712 1,681 0 ,288

93 ,533 10,496 0 ,467

94 ,558 3,848 0 ,442

95 ,592 2,707** 1 ,408

96 ,856 2,305 1 ,144

97 ,656 ,292 1 ,344

98 ,609 1,444** 0 ,391

99 ,506 2,082** 0 ,494

100 ,567 ,131 1 ,433

101 ,558 ,664 1 ,442

102 ,723 2,848 1 ,277

103 ,767 1,090 0 ,233

104 ,717 5,031 0 ,283

105 ,879 3,059 1 ,121

106 ,814 2,738 0 ,186

Casewise Statistics


Squared Mahalanobis


Function 1


76 3,826

77 8,581

78 10,848

79 6,000

80 8,345

81 4,276

82 9,885

83 4,395

84 8,323

85 5,399

86 3,813

87 2,849

88 10,542

89 2,930

90 ,851

91 1,189

92 3,495

93 10,764

94 4,318

95 3,449

96 5,877

97 1,580

98 2,333

99 2,130

100 ,672

101 1,133

102 4,766

103 3,475

104 6,889

105 7,029

106 5,693

Casewise Statistics



p df


108 1 1 ,669 3

109 1 1** ,463 3

110 1 1 ,288 3

111 0 1 ,712 3

112 0 0 ,727 3

113 0 0** ,382 3

114 0 0** ,939 3

115 0 1 ,511 3

116 1 0 ,545 3

117 1 1 ,027 3

118 1 1 ,548 3

119 1 0 ,604 3

120 1 0 ,808 3

121 1 1** ,988 3

122 1 0** ,975 3

123 1 0** ,473 3

124 1 1 ,014 3

125 1 0 ,445 3

126 0 1 ,551 3

127 0 0** ,934 3

128 0 0 ,462 3

129 0 0 ,962 3

130 0 0** ,684 3

131 1 1** ,695 3

132 1 0 ,709 3

133 1 1 ,329 3

134 1 1 ,139 3

135 1 1 ,935 3

136 0 0 ,896 3

137 0 0 ,666 3

138 0 1 ,772 3

Casewise Statistics



Mahalanobis

Distance to

Centroid

Group P(G=g | D=d)

Cross-validated 107 ,773 1,026 1 ,227

108 ,521 1,557 0 ,479

109 ,621 2,569** 0 ,379

110 ,565 3,763 0 ,435

111 ,764 1,371 0 ,236

112 ,750 1,309 1 ,250

113 ,587 3,061** 1 ,413

114 ,676 ,405** 1 ,324

115 ,578 2,309 0 ,422

116 ,730 2,136 1 ,270

117 ,743 9,154 0 ,257

118 ,513 2,119 0 ,487

119 ,548 1,852 1 ,452

120 ,750 ,974 1 ,250

121 ,620 ,127** 0 ,380

122 ,585 ,218** 1 ,415

123 ,567 2,510** 1 ,433

124 ,942 10,660 0 ,058

125 ,690 2,672 1 ,310

126 ,544 2,106 0 ,456

127 ,541 ,429** 1 ,459

128 ,863 2,574 1 ,137

129 ,612 ,290 1 ,388

130 ,756 1,493** 1 ,244

131 ,608 1,446** 0 ,392

132 ,728 1,383 1 ,272

133 ,615 3,439 0 ,385

134 ,831 5,500 0 ,169

135 ,609 ,427 0 ,391

136 ,661 ,604 1 ,339

137 ,813 1,573 1 ,187

138 ,613 1,122 0 ,387

Casewise Statistics


Squared Mahalanobis


Function 1


108 1,727

109 3,555

110 4,285

111 3,718

112 3,511

113 3,762

114 1,872

115 2,941

116 4,129

117 11,279

118 2,223

119 2,234

120 3,173

121 1,108

122 ,903

123 3,050

124 16,226

125 4,272

126 2,459

127 ,757

128 6,255

129 1,199

130 3,753

131 2,325

132 3,353

133 4,372

134 8,688

135 1,315

136 1,941

137 4,518

138 2,042

Casewise Statistics



p df


140 0 0 ,492 3

141 0 0** ,997 3

142 0 1 ,130 3

143 0 1 ,539 3

144 0 0 ,799 3

145 0 0** ,785 3

146 1 1** ,215 3

147 1 0 ,862 3

148 1 1 ,856 3

149 1 1 ,350 3

150 1 1 ,274 3

Casewise Statistics



Mahalanobis

Distance to

Centroid

Group P(G=g | D=d)

Cross-validated 139 ,654 ,576 1 ,346

140 ,817 2,411 1 ,183

141 ,622 ,051** 1 ,378

142 ,760 5,653 0 ,240

143 ,505 2,166 0 ,495

144 ,641 1,011 1 ,359

145 ,583 1,065** 1 ,417

146 ,824 4,466** 0 ,176

147 ,782 ,745 1 ,218

148 ,742 ,771 0 ,258

149 ,578 3,280 0 ,422

150 ,875 3,883 0 ,125

Casewise Statistics


Squared Mahalanobis


Function 1


140 5,400

141 1,047

142 7,955

143 2,209

144 2,175

145 1,732

146 7,552

147 3,302

148 2,884

149 3,912

150 7,775

For the original data, squared Mahalanobis distance is based on canonical functions.

For the cross-validated data, squared Mahalanobis distance is based on observations.

**. Misclassified case

b. Cross validation is done only for those cases in the analysis. In cross validation, each case is classified by

the functions derived from all cases other than that case.

Classification Resultsa,c

PEMBACA Predicted Group Membership Total

LOYAL TIDAK LOYAL

Original

CountLOYAL 54 26 80

TIDAK LOYAL 23 47 70

%LOYAL 67,5 32,5 100,0

TIDAK LOYAL 32,9 67,1 100,0

Cross-validatedb

CountLOYAL 52 28 80

TIDAK LOYAL 24 46 70

%LOYAL 65,0 35,0 100,0

TIDAK LOYAL 34,3 65,7 100,0

a. 67,3% of original grouped cases correctly classified.

b. Cross validation is done only for those cases in the analysis. In cross validation, each case

is classified by the functions derived from all cases other than that case.

c. 65,3% of cross-validated grouped cases correctly classified.

Documents

Output Tugas Uk4