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| \n", " | χ² | \n", "χ² p-value | \n", "ANOVA f | \n", "ANOVA f p-value | \n", "Mutual Information | \n", "
|---|---|---|---|---|---|
| radius_mean | \n", "21.947031 | \n", "2.802802e-06 | \n", "563.290833 | \n", "1.925850e-84 | \n", "0.360890 | \n", "
| texture_mean | \n", "6.700800 | \n", "9.636964e-03 | \n", "110.702638 | \n", "1.457338e-23 | \n", "0.102675 | \n", "
| perimeter_mean | \n", "23.463141 | \n", "1.273300e-06 | \n", "607.719602 | \n", "6.096234e-89 | \n", "0.387383 | \n", "
| area_mean | \n", "25.933519 | \n", "3.533795e-07 | \n", "496.769071 | \n", "2.419594e-77 | \n", "0.352781 | \n", "
| smoothness_mean | \n", "3.578130 | \n", "5.854502e-02 | \n", "84.259148 | \n", "1.080629e-18 | \n", "0.081439 | \n", "
| compactness_mean | \n", "19.000353 | \n", "1.306943e-05 | \n", "301.903645 | \n", "1.853910e-53 | \n", "0.210643 | \n", "
| concavity_mean | \n", "41.869753 | \n", "9.756018e-11 | \n", "484.707036 | \n", "5.263608e-76 | \n", "0.378656 | \n", "
| concave points_mean | \n", "49.877252 | \n", "1.636713e-12 | \n", "778.269397 | \n", "1.085214e-104 | \n", "0.444640 | \n", "
| symmetry_mean | \n", "3.157095 | \n", "7.559762e-02 | \n", "72.970343 | \n", "1.527566e-16 | \n", "0.080062 | \n", "
| fractal_dimension_mean | \n", "0.001261 | \n", "9.716751e-01 | \n", "0.016084 | \n", "8.991298e-01 | \n", "0.012007 | \n", "
| radius_se | \n", "15.300195 | \n", "9.170703e-05 | \n", "232.437939 | \n", "1.623050e-43 | \n", "0.259611 | \n", "
| texture_se | \n", "0.011207 | \n", "9.156910e-01 | \n", "0.142573 | \n", "7.058938e-01 | \n", "0.000000 | \n", "
| perimeter_se | \n", "14.479643 | \n", "1.416825e-04 | \n", "219.901834 | \n", "1.271959e-41 | \n", "0.252327 | \n", "
| area_se | \n", "17.194865 | \n", "3.373469e-05 | \n", "209.326791 | \n", "5.347551e-40 | \n", "0.337580 | \n", "
| smoothness_se | \n", "0.401897 | \n", "5.261110e-01 | \n", "5.630542 | \n", "1.801999e-02 | \n", "0.010103 | \n", "
| compactness_se | \n", "4.347232 | \n", "3.706914e-02 | \n", "48.121087 | \n", "1.219595e-11 | \n", "0.052141 | \n", "
| concavity_se | \n", "2.197965 | \n", "1.381931e-01 | \n", "32.314611 | \n", "2.208981e-08 | \n", "0.125123 | \n", "
| concave points_se | \n", "5.004325 | \n", "2.528406e-02 | \n", "103.233898 | \n", "3.284547e-22 | \n", "0.139028 | \n", "
| symmetry_se | \n", "0.002702 | \n", "9.585470e-01 | \n", "0.035793 | \n", "8.500193e-01 | \n", "0.018637 | \n", "
| fractal_dimension_se | \n", "0.223114 | \n", "6.366775e-01 | \n", "2.768316 | \n", "9.676156e-02 | \n", "0.055469 | \n", "
| radius_worst | \n", "30.220676 | \n", "3.855770e-08 | \n", "752.322958 | \n", "1.957376e-102 | \n", "0.450704 | \n", "
| texture_worst | \n", "8.679801 | \n", "3.217561e-03 | \n", "138.718042 | \n", "1.721709e-28 | \n", "0.139734 | \n", "
| perimeter_worst | \n", "30.688758 | \n", "3.029150e-08 | \n", "783.867265 | \n", "3.586993e-105 | \n", "0.468663 | \n", "
| area_worst | \n", "31.076464 | \n", "2.480610e-08 | \n", "585.276554 | \n", "1.084215e-86 | \n", "0.464942 | \n", "
| smoothness_worst | \n", "5.286855 | \n", "2.148699e-02 | \n", "113.590911 | \n", "4.415129e-24 | \n", "0.101957 | \n", "
| compactness_worst | \n", "19.265481 | \n", "1.137443e-05 | \n", "273.726581 | \n", "1.560369e-49 | \n", "0.227842 | \n", "
| concavity_worst | \n", "28.791243 | \n", "8.061477e-08 | \n", "382.914177 | \n", "5.065127e-64 | \n", "0.309293 | \n", "
| concave points_worst | \n", "41.568155 | \n", "1.138325e-10 | \n", "849.539664 | \n", "1.161458e-110 | \n", "0.432709 | \n", "
| symmetry_worst | \n", "6.280482 | \n", "1.220749e-02 | \n", "116.983393 | \n", "1.093933e-24 | \n", "0.105179 | \n", "
| fractal_dimension_worst | \n", "4.375327 | \n", "3.646284e-02 | \n", "67.264152 | \n", "1.942685e-15 | \n", "0.072747 | \n", "