09:57 Wednesday, March 22, 1995 General Linear Models Procedure Class Level Information Class Levels Values SPECIES 3 Color Setosa Virginic Number of observations in data set = 150 09:57 Wednesday, March 22, 1995 General Linear Models Procedure Dependent Variable: SEPLEN Sum of Mean Source DF Squares Square F Value Pr > F Model 2 63.21213333 31.60606667 119.26 0.0001 Error 147 38.95620000 0.26500816 Corrected Total 149 102.16833333 R-Square C.V. Root MSE SEPLEN Mean 0.618706 8.809859 0.5147894 5.8433333 Source DF Type I SS Mean Square F Value Pr > F SPECIES 2 63.21213333 31.60606667 119.26 0.0001 09:57 Wednesday, March 22, 1995 General Linear Models Procedure Dependent Variable: SEPWID Sum of Mean Source DF Squares Square F Value Pr > F Model 2 11.34493333 5.67246667 49.16 0.0001 Error 147 16.96200000 0.11538776 Corrected Total 149 28.30693333 R-Square C.V. Root MSE SEPWID Mean 0.400783 11.11059 0.3396877 3.0573333 Source DF Type I SS Mean Square F Value Pr > F SPECIES 2 11.34493333 5.67246667 49.16 0.0001 09:57 Wednesday, March 22, 1995 General Linear Models Procedure Dependent Variable: PETLEN Sum of Mean Source DF Squares Square F Value Pr > F Model 2 437.10280000 218.55140000 1180.16 0.0001 Error 147 27.22260000 0.18518776 Corrected Total 149 464.32540000 R-Square C.V. Root MSE PETLEN Mean 0.941372 11.45116 0.4303345 3.7580000 Source DF Type I SS Mean Square F Value Pr > F SPECIES 2 437.10280000 218.55140000 1180.16 0.0001 09:57 Wednesday, March 22, 1995 General Linear Models Procedure Dependent Variable: PETWID Sum of Mean Source DF Squares Square F Value Pr > F Model 2 80.41333333 40.20666667 960.01 0.0001 Error 147 6.15660000 0.04188163 Corrected Total 149 86.56993333 R-Square C.V. Root MSE PETWID Mean 0.928883 17.06365 0.2046500 1.1993333 Source DF Type I SS Mean Square F Value Pr > F SPECIES 2 80.41333333 40.20666667 960.01 0.0001 E = Error SS&CP Matrix SEPLEN SEPWID PETLEN PETWID SEPLEN 38.9562 13.63 24.6246 5.645 SEPWID 13.63 16.962 8.1208 4.8084 PETLEN 24.6246 8.1208 27.2226 6.2718 PETWID 5.645 4.8084 6.2718 6.1566 09:57 Wednesday, March 22, 1995 General Linear Models Procedure Multivariate Analysis of Variance Partial Correlation Coefficients from the Error SS&CP Matrix / Prob > |r| DF = 147 SEPLEN SEPWID PETLEN PETWID SEPLEN 1.000000 0.530236 0.756164 0.364506 0.0001 0.0001 0.0001 0.0001 SEPWID 0.530236 1.000000 0.377916 0.470535 0.0001 0.0001 0.0001 0.0001 PETLEN 0.756164 0.377916 1.000000 0.484459 0.0001 0.0001 0.0001 0.0001 PETWID 0.364506 0.470535 0.484459 1.000000 0.0001 0.0001 0.0001 0.0001 09:57 Wednesday, March 22, 1995 General Linear Models Procedure Multivariate Analysis of Variance H = Type I SS&CP Matrix for SPECIES SEPLEN SEPWID PETLEN PETWID SEPLEN 63.212133333 -19.95266667 165.2484 71.279333333 SEPWID -19.95266667 11.344933333 -57.2396 -22.93266667 PETLEN 165.2484 -57.2396 437.1028 186.774 PETWID 71.279333333 -22.93266667 186.774 80.413333333 Characteristic Roots and Vectors of: E Inverse * H, where H = Type I SS&CP Matrix for SPECIES E = Error SS&CP Matrix Characteristic Percent Characteristic Vector V'EV=1 Root SEPLEN SEPWID PETLEN PETWID 32.1919292 99.12 -0.06840592 -0.12656121 0.18155288 0.23180286 0.2853910 0.88 0.00198791 0.17852670 -0.07686357 0.23417227 0.0000000 0.00 0.10268742 -0.19415509 -0.22502879 0.37627520 0.0000000 0.00 -0.24194505 0.10603485 0.10535376 0.00000000 09:57 Wednesday, March 22, 1995 General Linear Models Procedure Multivariate Analysis of Variance Manova Test Criteria and F Approximations for the Hypothesis of no Overall SPECIES Effect H = Type I SS&CP Matrix for SPECIES E = Error SS&CP Matrix S=2 M=0.5 N=71 Statistic Value F Num DF Den DF Pr > F Wilks' Lambda 0.02343863 199.1453 8 288 0.0001 Pillai's Trace 1.19189883 53.4665 8 290 0.0001 Hotelling-Lawley Trace 32.47732024 580.5321 8 286 0.0001 Roy's Greatest Root 32.19192920 1166.957 4 145 0.0001 NOTE: F Statistic for Roy's Greatest Root is an upper bound. NOTE: F Statistic for Wilks' Lambda is exact. 09:57 Wednesday, March 22, 1995 General Linear Models Procedure Multivariate Analysis of Variance Dependent Variable: SEPLEN Source DF Type I SS Mean Square F Value Pr > F SPECIES 2 63.21213333 31.60606667 119.26 0.0001 Error 147 38.95620000 0.26500816 Dependent Variable: SEPWID Source DF Type I SS Mean Square F Value Pr > F SPECIES 2 11.34493333 5.67246667 49.16 0.0001 Error 147 16.96200000 0.11538776 Dependent Variable: PETLEN Source DF Type I SS Mean Square F Value Pr > F SPECIES 2 437.10280000 218.55140000 1180.16 0.0001 Error 147 27.22260000 0.18518776 Dependent Variable: PETWID Source DF Type I SS Mean Square F Value Pr > F SPECIES 2 80.41333333 40.20666667 960.01 0.0001 Error 147 6.15660000 0.04188163 09:57 Wednesday, March 22, 1995 General Linear Models Procedure T tests (LSD) for variable: SEPLEN NOTE: This test controls the type I comparisonwise error rate not the experimentwise error rate. Alpha= 0.05 df= 147 MSE= 0.265008 Critical Value of T= 1.98 Least Significant Difference= 0.2035 Means with the same letter are not significantly different. T Grouping Mean N SPECIES A 6.5880 50 Virginic B 5.9360 50 Color C 5.0060 50 Setosa 09:57 Wednesday, March 22, 1995 General Linear Models Procedure T tests (LSD) for variable: SEPWID NOTE: This test controls the type I comparisonwise error rate not the experimentwise error rate. Alpha= 0.05 df= 147 MSE= 0.115388 Critical Value of T= 1.98 Least Significant Difference= 0.1343 Means with the same letter are not significantly different. T Grouping Mean N SPECIES A 3.42800 50 Setosa B 2.97400 50 Virginic C 2.77000 50 Color 09:57 Wednesday, March 22, 1995 General Linear Models Procedure T tests (LSD) for variable: PETLEN NOTE: This test controls the type I comparisonwise error rate not the experimentwise error rate. Alpha= 0.05 df= 147 MSE= 0.185188 Critical Value of T= 1.98 Least Significant Difference= 0.1701 Means with the same letter are not significantly different. T Grouping Mean N SPECIES A 5.55200 50 Virginic B 4.26000 50 Color C 1.46200 50 Setosa 09:57 Wednesday, March 22, 1995 General Linear Models Procedure T tests (LSD) for variable: PETWID NOTE: This test controls the type I comparisonwise error rate not the experimentwise error rate. Alpha= 0.05 df= 147 MSE= 0.041882 Critical Value of T= 1.98 Least Significant Difference= 0.0809 Means with the same letter are not significantly different. T Grouping Mean N SPECIES A 2.02600 50 Virginic B 1.32600 50 Color C 0.24600 50 Setosa 09:57 Wednesday, March 22, 1995 General Linear Models Procedure Class Level Information Class Levels Values SPECIES 3 Color Setosa Virginic Number of observations in data set = 150 09:57 Wednesday, March 22, 1995 General Linear Models Procedure Dependent Variable: SEPLEN Sum of Mean Source DF Squares Square F Value Pr > F Model 2 63.21213333 31.60606667 119.26 0.0001 Error 147 38.95620000 0.26500816 Corrected Total 149 102.16833333 R-Square C.V. Root MSE SEPLEN Mean 0.618706 8.809859 0.5147894 5.8433333 Source DF Type I SS Mean Square F Value Pr > F SPECIES 2 63.21213333 31.60606667 119.26 0.0001 09:57 Wednesday, March 22, 1995 General Linear Models Procedure Dependent Variable: SEPWID Sum of Mean Source DF Squares Square F Value Pr > F Model 2 11.34493333 5.67246667 49.16 0.0001 Error 147 16.96200000 0.11538776 Corrected Total 149 28.30693333 R-Square C.V. Root MSE SEPWID Mean 0.400783 11.11059 0.3396877 3.0573333 Source DF Type I SS Mean Square F Value Pr > F SPECIES 2 11.34493333 5.67246667 49.16 0.0001 09:57 Wednesday, March 22, 1995 General Linear Models Procedure Dependent Variable: PETLEN Sum of Mean Source DF Squares Square F Value Pr > F Model 2 437.10280000 218.55140000 1180.16 0.0001 Error 147 27.22260000 0.18518776 Corrected Total 149 464.32540000 R-Square C.V. Root MSE PETLEN Mean 0.941372 11.45116 0.4303345 3.7580000 Source DF Type I SS Mean Square F Value Pr > F SPECIES 2 437.10280000 218.55140000 1180.16 0.0001 09:57 Wednesday, March 22, 1995 General Linear Models Procedure Dependent Variable: PETWID Sum of Mean Source DF Squares Square F Value Pr > F Model 2 80.41333333 40.20666667 960.01 0.0001 Error 147 6.15660000 0.04188163 Corrected Total 149 86.56993333 R-Square C.V. Root MSE PETWID Mean 0.928883 17.06365 0.2046500 1.1993333 Source DF Type I SS Mean Square F Value Pr > F SPECIES 2 80.41333333 40.20666667 960.01 0.0001 09:57 Wednesday, March 22, 1995 General Linear Models Procedure Class Level Information Class Levels Values SPECIES 3 Color Setosa Virginic Number of observations in data set = 150 09:57 Wednesday, March 22, 1995 General Linear Models Procedure Dependent Variable: SEPLEN Sum of Mean Source DF Squares Square F Value Pr > F Model 3 85.48667453 28.49555818 249.40 0.0001 Error 146 16.68165880 0.11425794 Corrected Total 149 102.16833333 R-Square C.V. Root MSE SEPLEN Mean 0.836724 5.784722 0.3380206 5.8433333 Source DF Type I SS Mean Square F Value Pr > F PETLEN 1 77.64329957 77.64329957 679.54 0.0001 SPECIES 2 7.84337496 3.92168748 34.32 0.0001 09:57 Wednesday, March 22, 1995 General Linear Models Procedure Dependent Variable: SEPWID Sum of Mean Source DF Squares Square F Value Pr > F Model 3 13.76745700 4.58915233 46.08 0.0001 Error 146 14.53947634 0.09958545 Corrected Total 149 28.30693333 R-Square C.V. Root MSE SEPWID Mean 0.486363 10.32179 0.3155716 3.0573333 Source DF Type I SS Mean Square F Value Pr > F PETLEN 1 5.19604681 5.19604681 52.18 0.0001 SPECIES 2 8.57141019 4.28570509 43.04 0.0001 09:57 Wednesday, March 22, 1995 General Linear Models Procedure Dependent Variable: PETWID Sum of Mean Source DF Squares Square F Value Pr > F Model 3 81.85828992 27.28609664 845.52 0.0001 Error 146 4.71164341 0.03227153 Corrected Total 149 86.56993333 R-Square C.V. Root MSE PETWID Mean 0.945574 14.97855 0.1796428 1.1993333 Source DF Type I SS Mean Square F Value Pr > F PETLEN 1 80.25983695 80.25983695 2487.02 0.0001 SPECIES 2 1.59845297 0.79922648 24.77 0.0001 09:57 Wednesday, March 22, 1995 General Linear Models Procedure Class Level Information Class Levels Values SPECIES 3 Color Setosa Virginic Number of observations in data set = 150 09:57 Wednesday, March 22, 1995 General Linear Models Procedure Dependent Variable: PETWID Sum of Mean Source DF Squares Square F Value Pr > F Model 4 82.45175228 20.61293807 725.78 0.0001 Error 145 4.11818105 0.02840125 Corrected Total 149 86.56993333 R-Square C.V. Root MSE PETWID Mean 0.952429 14.05170 0.1685267 1.1993333 Source DF Type I SS Mean Square F Value Pr > F PETLEN 1 80.25983695 80.25983695 2825.93 0.0001 SEPWID 1 0.22832765 0.22832765 8.04 0.0052 SPECIES 2 1.96358768 0.98179384 34.57 0.0001 09:57 Wednesday, March 22, 1995 General Linear Models Procedure Class Level Information Class Levels Values SPECIES 3 Color Setosa Virginic Number of observations in data set = 150 09:57 Wednesday, March 22, 1995 General Linear Models Procedure Dependent Variable: SEPLEN Sum of Mean Source DF Squares Square F Value Pr > F Model 5 88.61184825 17.72236965 188.25 0.0001 Error 144 13.55648508 0.09414226 Corrected Total 149 102.16833333 R-Square C.V. Root MSE SEPLEN Mean 0.867312 5.250875 0.3068261 5.8433333 Source DF Type I SS Mean Square F Value Pr > F PETLEN 1 77.64329957 77.64329957 824.74 0.0001 SEPWID 1 8.19626958 8.19626958 87.06 0.0001 PETWID 1 1.88335927 1.88335927 20.01 0.0001 SPECIES 2 0.88891983 0.44445992 4.72 0.0103 09:57 Wednesday, March 22, 1995 Stepwise Discriminant Analysis 150 Observations 4 Variable(s) in the Analysis 3 Class Levels 0 Variable(s) will be included The Method for Selecting Variables will be: STEPWISE Significance Level to Enter = 0.1500 Significance Level to Stay = 0.1500 Class Level Information SPECIES Frequency Weight Proportion Color 50 50.0000 0.333333 Setosa 50 50.0000 0.333333 Virginic 50 50.0000 0.333333 09:57 Wednesday, March 22, 1995 Stepwise Discriminant Analysis Between-Class SSCP Matrix Variable SEPLEN SEPWID PETLEN PETWID SEPLEN 63.2121333 -19.9526667 165.2484000 71.2793333 SEPWID -19.9526667 11.3449333 -57.2396000 -22.9326667 PETLEN 165.2484000 -57.2396000 437.1028000 186.7740000 PETWID 71.2793333 -22.9326667 186.7740000 80.4133333 Total-Sample SSCP Matrix Variable SEPLEN SEPWID PETLEN PETWID SEPLEN 102.1683333 -6.3226667 189.8730000 76.9243333 SEPWID -6.3226667 28.3069333 -49.1188000 -18.1242667 PETLEN 189.8730000 -49.1188000 464.3254000 193.0458000 PETWID 76.9243333 -18.1242667 193.0458000 86.5699333 09:57 Wednesday, March 22, 1995 Stepwise Discriminant Analysis Stepwise Selection: Step 1 Statistics for Entry, DF = 2, 147 Variable R**2 F Prob > F Tolerance SEPLEN 0.6187 119.265 0.0001 1.0000 SEPWID 0.4008 49.160 0.0001 1.0000 PETLEN 0.9414 1180.161 0.0001 1.0000 PETWID 0.9289 960.007 0.0001 1.0000 Variable PETLEN will be entered The following variable(s) have been entered: PETLEN Multivariate Statistics Wilks' Lambda = 0.05862828 F( 2, 147) = 1180.161 Prob > F = 0.0001 Pillai's Trace = 0.941372 F( 2, 147) = 1180.161 Prob > F = 0.0001 Average Squared Canonical Correlation = 0.47068586 09:57 Wednesday, March 22, 1995 Stepwise Discriminant Analysis Stepwise Selection: Step 2 Statistics for Removal, DF = 2, 147 Variable R**2 F Prob > F PETLEN 0.9414 1180.161 0.0001 No variables can be removed --------------------------- Statistics for Entry, DF = 2, 146 Partial Variable R**2 F Prob > F Tolerance SEPLEN 0.3198 34.323 0.0001 0.2400 SEPWID 0.3709 43.035 0.0001 0.8164 PETWID 0.2533 24.766 0.0001 0.0729 Variable SEPWID will be entered The following variable(s) have been entered: SEPWID PETLEN Multivariate Statistics Wilks' Lambda = 0.03688411 F( 4, 292) = 307.105 Prob > F = 0.0001 Pillai's Trace = 1.119908 F( 4, 294) = 93.528 Prob > F = 0.0001 Average Squared Canonical Correlation = 0.55995394 09:57 Wednesday, March 22, 1995 Stepwise Discriminant Analysis Stepwise Selection: Step 3 Statistics for Removal, DF = 2, 146 Partial Variable R**2 F Prob > F SEPWID 0.3709 43.035 0.0001 PETLEN 0.9384 1112.954 0.0001 No variables can be removed --------------------------- Statistics for Entry, DF = 2, 145 Partial Variable R**2 F Prob > F Tolerance SEPLEN 0.1447 12.268 0.0001 0.1323 PETWID 0.3229 34.569 0.0001 0.0662 Variable PETWID will be entered The following variable(s) have been entered: SEPWID PETLEN PETWID Multivariate Statistics Wilks' Lambda = 0.02497554 F( 6, 290) = 257.503 Prob > F = 0.0001 Pillai's Trace = 1.189914 F( 6, 292) = 71.485 Prob > F = 0.0001 Average Squared Canonical Correlation = 0.59495691 09:57 Wednesday, March 22, 1995 Stepwise Discriminant Analysis Stepwise Selection: Step 4 Statistics for Removal, DF = 2, 145 Partial Variable R**2 F Prob > F SEPWID 0.4295 54.577 0.0001 PETLEN 0.3482 38.724 0.0001 PETWID 0.3229 34.569 0.0001 No variables can be removed --------------------------- Statistics for Entry, DF = 2, 144 Partial Variable R**2 F Prob > F Tolerance SEPLEN 0.0615 4.721 0.0103 0.0320 Variable SEPLEN will be entered All variables have been entered Multivariate Statistics Wilks' Lambda = 0.02343863 F( 8, 288) = 199.145 Prob > F = 0.0001 Pillai's Trace = 1.191899 F( 8, 290) = 53.466 Prob > F = 0.0001 Average Squared Canonical Correlation = 0.59594941 09:57 Wednesday, March 22, 1995 Stepwise Discriminant Analysis Stepwise Selection: Step 5 Statistics for Removal, DF = 2, 144 Partial Variable R**2 F Prob > F SEPLEN 0.0615 4.721 0.0103 SEPWID 0.2335 21.936 0.0001 PETLEN 0.3308 35.590 0.0001 PETWID 0.2570 24.904 0.0001 No variables can be removed No further steps are possible -------------------------------------------------------------------------------- Stepwise Selection: Summary Variable Number Partial F Prob > Step Entered Removed In R**2 Statistic F -------------------------------------------------------------------- 1 PETLEN 1 0.9414 1180.161 0.0001 2 SEPWID 2 0.3709 43.035 0.0001 3 PETWID 3 0.3229 34.569 0.0001 4 SEPLEN 4 0.0615 4.721 0.0103 09:57 Wednesday, March 22, 1995 Stepwise Discriminant Analysis Stepwise Selection: Summary Average Squared Variable Number Wilks' Prob < Canonical Prob > Step Entered Removed In Lambda Lambda Correlation ASCC --------------------------------------------------------------------------- 1 PETLEN 1 0.05862828 0.0001 0.47068586 0.0001 2 SEPWID 2 0.03688411 0.0001 0.55995394 0.0001 3 PETWID 3 0.02497554 0.0001 0.59495691 0.0001 4 SEPLEN 4 0.02343863 0.0001 0.59594941 0.0001 09:57 Wednesday, March 22, 1995 Canonical Discriminant Analysis 150 Observations 149 DF Total 4 Variables 147 DF Within Classes 3 Classes 2 DF Between Classes Class Level Information SPECIES Frequency Weight Proportion Color 50 50.0000 0.333333 Setosa 50 50.0000 0.333333 Virginic 50 50.0000 0.333333 09:57 Wednesday, March 22, 1995 Canonical Discriminant Analysis Pairwise Squared Distances Between Groups 2 _ _ -1 _ _ D (i|j) = (X - X )' COV (X - X ) i j i j Squared Distance to SPECIES From SPECIES Color Setosa Virginic Color 0 89.86419 17.20107 Setosa 89.86419 0 179.38471 Virginic 17.20107 179.38471 0 F Statistics, NDF=4, DDF=144 for Squared Distance to SPECIES From SPECIES Color Setosa Virginic Color 0 550.18889 105.31265 Setosa 550.18889 0 1098 Virginic 105.31265 1098 0 Prob > Mahalanobis Distance for Squared Distance to SPECIES From SPECIES Color Setosa Virginic Color 1.0000 0.0001 0.0001 Setosa 0.0001 1.0000 0.0001 Virginic 0.0001 0.0001 1.0000 09:57 Wednesday, March 22, 1995 Canonical Discriminant Analysis Univariate Test Statistics F Statistics, Num DF= 2 Den DF= 147 Total Pooled Between RSQ/ Variable STD STD STD R-Squared (1-RSQ) SEPLEN 0.8281 0.5148 0.7951 0.618706 1.6226 SEPWID 0.4359 0.3397 0.3368 0.400783 0.6688 PETLEN 1.7653 0.4303 2.0907 0.941372 16.0566 PETWID 0.7622 0.2047 0.8967 0.928883 13.0613 Univariate Test Statistics Variable F Pr > F SEPLEN 119.2645 0.0001 SEPWID 49.1600 0.0001 PETLEN 1180.1612 0.0001 PETWID 960.0071 0.0001 Average R-Squared: Unweighted = 0.7224358 Weighted by Variance = 0.8689444 09:57 Wednesday, March 22, 1995 Canonical Discriminant Analysis Multivariate Statistics and F Approximations S=2 M=0.5 N=71 Statistic Value F Num DF Den DF Pr > F Wilks' Lambda 0.02343863 199.1453 8 288 0.0001 Pillai's Trace 1.19189883 53.4665 8 290 0.0001 Hotelling-Lawley Trace 32.47732024 580.5321 8 286 0.0001 Roy's Greatest Root 32.19192920 1166.957 4 145 0.0001 NOTE: F Statistic for Roy's Greatest Root is an upper bound. NOTE: F Statistic for Wilks' Lambda is exact. 09:57 Wednesday, March 22, 1995 Canonical Discriminant Analysis Adjusted Approx Squared Canonical Canonical Standard Canonical Correlation Correlation Error Correlation 1 0.984821 0.984508 0.002468 0.969872 2 0.471197 0.461445 0.063734 0.222027 Eigenvalues of INV(E)*H = CanRsq/(1-CanRsq) Eigenvalue Difference Proportion Cumulative 1 32.1919 31.9065 0.9912 0.9912 2 0.2854 . 0.0088 1.0000 Test of H0: The canonical correlations in the current row and all that follow are zero Likelihood Ratio Approx F Num DF Den DF Pr > F 1 0.02343863 199.1453 8 288 0.0001 2 0.77797337 13.7939 3 145 0.0001 Total Canonical Structure CAN1 CAN2 SEPLEN 0.791888 0.217593 SEPWID -0.530759 0.757989 PETLEN 0.984951 0.046037 PETWID 0.972812 0.222902 09:57 Wednesday, March 22, 1995 Canonical Discriminant Analysis Between Canonical Structure CAN1 CAN2 SEPLEN 0.991468 0.130348 SEPWID -0.825658 0.564171 PETLEN 0.999750 0.022358 PETWID 0.994044 0.108977 Pooled Within Canonical Structure CAN1 CAN2 SEPLEN 0.222596 0.310812 SEPWID -0.119012 0.863681 PETLEN 0.706065 0.167701 PETWID 0.633178 0.737242 Total-Sample Standardized Canonical Coefficients CAN1 CAN2 SEPLEN -0.686779533 0.019958173 SEPWID -0.668825075 0.943441829 PETLEN 3.885795047 -1.645118866 PETWID 2.142238715 2.164135931 09:57 Wednesday, March 22, 1995 Canonical Discriminant Analysis Pooled Within-Class Standardized Canonical Coefficients CAN1 CAN2 SEPLEN -.4269548486 0.0124075316 SEPWID -.5212416758 0.7352613085 PETLEN 0.9472572487 -.4010378190 PETWID 0.5751607719 0.5810398645 Raw Canonical Coefficients CAN1 CAN2 SEPLEN -0.829377642 0.024102149 SEPWID -1.534473068 2.164521235 PETLEN 2.201211656 -0.931921210 PETWID 2.810460309 2.839187853 Class Means on Canonical Variables SPECIES CAN1 CAN2 Color 1.825049490 -0.727899622 Setosa -7.607599927 0.215133017 Virginic 5.782550437 0.512766605 09:57 Wednesday, March 22, 1995 Plot of CAN2*CAN1. Symbol is value of SPECIES. 4 + | | | | S V | VV | V 2 + V V V | S S S V VV | S V VV V CAN2 | S SS S S C C V | S S C V V VV | SSSS SS C V V VV | SSS S C CV VV V 0 + SSS C C CCCC V VVVV | S S S C CCC VV V | SS CCC C V V | SSSS C C CCC V CV V V V | S S C C | C C C V | CCC C C -2 + S C C V | V | CC | | | | -4 + ---+--------------+--------------+--------------+--------------+-- -10 -5 0 5 10 CAN1 NOTE: 28 obs hidden.