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PCA of Edgar Anderson's Iris Data
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[ | |
{ | |
"Feature": "PetalLength", | |
"PC1Loadings": 1.7615, | |
"PC2Loadings": 0.0854, | |
"PC3Loadings": -0.0213, | |
"PC4Loadings": -0.0741, | |
"PC1Axes": 0.8567, | |
"PC2Axes": 0.1734, | |
"PC3Axes": -0.0762, | |
"PC4Axes": -0.4798, | |
"Start": 0, | |
"PC1PC2LoadingsAngle": 87.2243 | |
}, | |
{ | |
"Feature": "PetalWidth", | |
"PC1Loadings": 0.7367, | |
"PC2Loadings": 0.0372, | |
"PC3Loadings": -0.1526, | |
"PC4Loadings": 0.1164, | |
"PC1Axes": 0.3583, | |
"PC2Axes": 0.0755, | |
"PC3Axes": -0.5458, | |
"PC4Axes": 0.7537, | |
"Start": 0, | |
"PC1PC2LoadingsAngle": 87.1107 | |
}, | |
{ | |
"Feature": "SepalLength", | |
"PC1Loadings": 0.7431, | |
"PC2Loadings": -0.3234, | |
"PC3Loadings": 0.1628, | |
"PC4Loadings": 0.0487, | |
"PC1Axes": 0.3614, | |
"PC2Axes": -0.6566, | |
"PC3Axes": 0.582, | |
"PC4Axes": 0.3155, | |
"Start": 0, | |
"PC1PC2LoadingsAngle": 113.5216 | |
}, | |
{ | |
"Feature": "SepalWidth", | |
"PC1Loadings": -0.1738, | |
"PC2Loadings": -0.3597, | |
"PC3Loadings": -0.1672, | |
"PC4Loadings": -0.0494, | |
"PC1Axes": -0.0845, | |
"PC2Axes": -0.7302, | |
"PC3Axes": -0.5979, | |
"PC4Axes": -0.3197, | |
"Start": 0, | |
"PC1PC2LoadingsAngle": -154.2103 | |
} | |
] |
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[ | |
{ | |
"PC1": -2.6841, | |
"PC2": -0.3194, | |
"PC3": 0.0279, | |
"PC4": 0.0023, | |
"Species": "setosa", | |
"SepalLength": 5.1, | |
"SepalWidth": 3.5, | |
"PetalLength": 1.4, | |
"PetalWidth": 0.2 | |
}, | |
{ | |
"PC1": -2.7141, | |
"PC2": 0.177, | |
"PC3": 0.2105, | |
"PC4": 0.099, | |
"Species": "setosa", | |
"SepalLength": 4.9, | |
"SepalWidth": 3, | |
"PetalLength": 1.4, | |
"PetalWidth": 0.2 | |
}, | |
{ | |
"PC1": -2.889, | |
"PC2": 0.1449, | |
"PC3": -0.0179, | |
"PC4": 0.02, | |
"Species": "setosa", | |
"SepalLength": 4.7, | |
"SepalWidth": 3.2, | |
"PetalLength": 1.3, | |
"PetalWidth": 0.2 | |
}, | |
{ | |
"PC1": -2.7453, | |
"PC2": 0.3183, | |
"PC3": -0.0316, | |
"PC4": -0.0756, | |
"Species": "setosa", | |
"SepalLength": 4.6, | |
"SepalWidth": 3.1, | |
"PetalLength": 1.5, | |
"PetalWidth": 0.2 | |
}, | |
{ | |
"PC1": -2.7287, | |
"PC2": -0.3268, | |
"PC3": -0.0901, | |
"PC4": -0.0613, | |
"Species": "setosa", | |
"SepalLength": 5, | |
"SepalWidth": 3.6, | |
"PetalLength": 1.4, | |
"PetalWidth": 0.2 | |
}, | |
{ | |
"PC1": -2.2809, | |
"PC2": -0.7413, | |
"PC3": -0.1687, | |
"PC4": -0.0242, | |
"Species": "setosa", | |
"SepalLength": 5.4, | |
"SepalWidth": 3.9, | |
"PetalLength": 1.7, | |
"PetalWidth": 0.4 | |
}, | |
{ | |
"PC1": -2.8205, | |
"PC2": 0.0895, | |
"PC3": -0.2579, | |
"PC4": -0.0481, | |
"Species": "setosa", | |
"SepalLength": 4.6, | |
"SepalWidth": 3.4, | |
"PetalLength": 1.4, | |
"PetalWidth": 0.3 | |
}, | |
{ | |
"PC1": -2.6261, | |
"PC2": -0.1634, | |
"PC3": 0.0219, | |
"PC4": -0.0453, | |
"Species": "setosa", | |
"SepalLength": 5, | |
"SepalWidth": 3.4, | |
"PetalLength": 1.5, | |
"PetalWidth": 0.2 | |
}, | |
{ | |
"PC1": -2.8864, | |
"PC2": 0.5783, | |
"PC3": -0.0208, | |
"PC4": -0.0267, | |
"Species": "setosa", | |
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"SepalWidth": 2.9, | |
"PetalLength": 1.4, | |
"PetalWidth": 0.2 | |
}, | |
{ | |
"PC1": -2.6728, | |
"PC2": 0.1138, | |
"PC3": 0.1976, | |
"PC4": -0.0563, | |
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"SepalLength": 4.9, | |
"SepalWidth": 3.1, | |
"PetalLength": 1.5, | |
"PetalWidth": 0.1 | |
}, | |
{ | |
"PC1": -2.5069, | |
"PC2": -0.6451, | |
"PC3": 0.0753, | |
"PC4": -0.015, | |
"Species": "setosa", | |
"SepalLength": 5.4, | |
"SepalWidth": 3.7, | |
"PetalLength": 1.5, | |
"PetalWidth": 0.2 | |
}, | |
{ | |
"PC1": -2.6128, | |
"PC2": -0.0147, | |
"PC3": -0.1022, | |
"PC4": -0.1564, | |
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"SepalWidth": 3.4, | |
"PetalLength": 1.6, | |
"PetalWidth": 0.2 | |
}, | |
{ | |
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"PC2": 0.2351, | |
"PC3": 0.2068, | |
"PC4": -0.0079, | |
"Species": "setosa", | |
"SepalLength": 4.8, | |
"SepalWidth": 3, | |
"PetalLength": 1.4, | |
"PetalWidth": 0.1 | |
}, | |
{ | |
"PC1": -3.2238, | |
"PC2": 0.5114, | |
"PC3": -0.0613, | |
"PC4": -0.0217, | |
"Species": "setosa", | |
"SepalLength": 4.3, | |
"SepalWidth": 3, | |
"PetalLength": 1.1, | |
"PetalWidth": 0.1 | |
}, | |
{ | |
"PC1": -2.6448, | |
"PC2": -1.1788, | |
"PC3": 0.1516, | |
"PC4": 0.1592, | |
"Species": "setosa", | |
"SepalLength": 5.8, | |
"SepalWidth": 4, | |
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"PetalWidth": 0.2 | |
}, | |
{ | |
"PC1": -2.386, | |
"PC2": -1.3381, | |
"PC3": -0.2778, | |
"PC4": 0.0066, | |
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"PetalLength": 1.5, | |
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}, | |
{ | |
"PC1": -2.6235, | |
"PC2": -0.8107, | |
"PC3": -0.1382, | |
"PC4": 0.1677, | |
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"SepalWidth": 3.9, | |
"PetalLength": 1.3, | |
"PetalWidth": 0.4 | |
}, | |
{ | |
"PC1": -2.6483, | |
"PC2": -0.3118, | |
"PC3": -0.0267, | |
"PC4": 0.0776, | |
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}, | |
{ | |
"PC1": -2.1998, | |
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"PC3": 0.1203, | |
"PC4": 0.0271, | |
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}, | |
{ | |
"PC1": -2.588, | |
"PC2": -0.5136, | |
"PC3": -0.2137, | |
"PC4": -0.0663, | |
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"PetalLength": 1.5, | |
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}, | |
{ | |
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"PC2": -0.3913, | |
"PC3": 0.2394, | |
"PC4": -0.0151, | |
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}, | |
{ | |
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"PC2": -0.433, | |
"PC3": -0.2085, | |
"PC4": 0.0411, | |
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"PetalWidth": 0.4 | |
}, | |
{ | |
"PC1": -3.2159, | |
"PC2": -0.1335, | |
"PC3": -0.2924, | |
"PC4": 0.0045, | |
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"SepalLength": 4.6, | |
"SepalWidth": 3.6, | |
"PetalLength": 1, | |
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}, | |
{ | |
"PC1": -2.3027, | |
"PC2": -0.0987, | |
"PC3": -0.0391, | |
"PC4": 0.1484, | |
"Species": "setosa", | |
"SepalLength": 5.1, | |
"SepalWidth": 3.3, | |
"PetalLength": 1.7, | |
"PetalWidth": 0.5 | |
}, | |
{ | |
"PC1": -2.3558, | |
"PC2": 0.0373, | |
"PC3": -0.125, | |
"PC4": -0.3003, | |
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"PetalLength": 1.9, | |
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}, | |
{ | |
"PC1": -2.5067, | |
"PC2": 0.146, | |
"PC3": 0.2534, | |
"PC4": 0.0346, | |
"Species": "setosa", | |
"SepalLength": 5, | |
"SepalWidth": 3, | |
"PetalLength": 1.6, | |
"PetalWidth": 0.2 | |
}, | |
{ | |
"PC1": -2.4688, | |
"PC2": -0.131, | |
"PC3": -0.0949, | |
"PC4": 0.0574, | |
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"SepalLength": 5, | |
"SepalWidth": 3.4, | |
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}, | |
{ | |
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"PC2": -0.3677, | |
"PC3": 0.0785, | |
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"PetalLength": 1.5, | |
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}, | |
{ | |
"PC1": -2.6395, | |
"PC2": -0.312, | |
"PC3": 0.1459, | |
"PC4": 0.0658, | |
"Species": "setosa", | |
"SepalLength": 5.2, | |
"SepalWidth": 3.4, | |
"PetalLength": 1.4, | |
"PetalWidth": 0.2 | |
}, | |
{ | |
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"PC2": 0.197, | |
"PC3": -0.0408, | |
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}, | |
{ | |
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"PC2": 0.2043, | |
"PC3": 0.0772, | |
"PC4": -0.0605, | |
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}, | |
{ | |
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"PC3": 0.1455, | |
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}, | |
{ | |
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"PC2": -0.8134, | |
"PC3": -0.2257, | |
"PC4": -0.2814, | |
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"PetalLength": 1.5, | |
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}, | |
{ | |
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}, | |
{ | |
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"PC2": 0.1213, | |
"PC3": 0.143, | |
"PC4": 0.0191, | |
"Species": "setosa", | |
"SepalLength": 4.9, | |
"SepalWidth": 3.1, | |
"PetalLength": 1.5, | |
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}, | |
{ | |
"PC1": -2.8662, | |
"PC2": -0.0694, | |
"PC3": 0.1643, | |
"PC4": 0.1626, | |
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}, | |
{ | |
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"PC2": -0.5994, | |
"PC3": 0.2684, | |
"PC4": 0.1764, | |
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}, | |
{ | |
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"PC3": -0.0937, | |
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}, | |
{ | |
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}, | |
{ | |
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"PC3": 0.0801, | |
"PC4": -0.0137, | |
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}, | |
{ | |
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"PC3": -0.0772, | |
"PC4": 0.0941, | |
"Species": "setosa", | |
"SepalLength": 5, | |
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}, | |
{ | |
"PC1": -2.8494, | |
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"PC3": 0.3492, | |
"PC4": 0.32, | |
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}, | |
{ | |
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"PC2": 0.3419, | |
"PC3": -0.1925, | |
"PC4": -0.0747, | |
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}, | |
{ | |
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"PC3": -0.2639, | |
"PC4": 0.1762, | |
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}, | |
{ | |
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}, | |
{ | |
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}, | |
{ | |
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}, | |
{ | |
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}, | |
{ | |
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"PC2": -0.5794, | |
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"PC4": -0.0466, | |
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}, | |
{ | |
"PC1": -2.7034, | |
"PC2": -0.1077, | |
"PC3": 0.0893, | |
"PC4": 0.0347, | |
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}, | |
{ | |
"PC1": 1.2848, | |
"PC2": -0.6852, | |
"PC3": 0.4066, | |
"PC4": 0.0185, | |
"Species": "versicolor", | |
"SepalLength": 7, | |
"SepalWidth": 3.2, | |
"PetalLength": 4.7, | |
"PetalWidth": 1.4 | |
}, | |
{ | |
"PC1": 0.9325, | |
"PC2": -0.3183, | |
"PC3": 0.018, | |
"PC4": 0.0006, | |
"Species": "versicolor", | |
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"SepalWidth": 3.2, | |
"PetalLength": 4.5, | |
"PetalWidth": 1.5 | |
}, | |
{ | |
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"PC2": -0.5043, | |
"PC3": 0.3383, | |
"PC4": -0.0017, | |
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"SepalLength": 6.9, | |
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"PetalLength": 4.9, | |
"PetalWidth": 1.5 | |
}, | |
{ | |
"PC1": 0.1833, | |
"PC2": 0.828, | |
"PC3": 0.1796, | |
"PC4": 0.0936, | |
"Species": "versicolor", | |
"SepalLength": 5.5, | |
"SepalWidth": 2.3, | |
"PetalLength": 4, | |
"PetalWidth": 1.3 | |
}, | |
{ | |
"PC1": 1.0881, | |
"PC2": -0.0746, | |
"PC3": 0.3078, | |
"PC4": 0.112, | |
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"SepalWidth": 2.8, | |
"PetalLength": 4.6, | |
"PetalWidth": 1.5 | |
}, | |
{ | |
"PC1": 0.6417, | |
"PC2": 0.4182, | |
"PC3": -0.0411, | |
"PC4": -0.2431, | |
"Species": "versicolor", | |
"SepalLength": 5.7, | |
"SepalWidth": 2.8, | |
"PetalLength": 4.5, | |
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}, | |
{ | |
"PC1": 1.0951, | |
"PC2": -0.2835, | |
"PC3": -0.1698, | |
"PC4": -0.0836, | |
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"PetalLength": 4.7, | |
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}, | |
{ | |
"PC1": -0.7491, | |
"PC2": 1.0049, | |
"PC3": -0.0123, | |
"PC4": -0.0179, | |
"Species": "versicolor", | |
"SepalLength": 4.9, | |
"SepalWidth": 2.4, | |
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} | |
] |
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