Research Article
[Retracted] A Machine Learning in Binary and Multiclassification Results on Imbalanced Heart Disease Data Stream
Table 2
Dataset descriptive statistics.
| Age | | Minimum | Maximum | Mean | Std. deviation | Variance | Skewness | 1000000 | 27 | 82 | 54.38 | 9.082 | 82.475 | -0.195 | 0.002 |
| Sex | 1000000 | 0 | 1 | 0.68 | 0.486 | 0.217 | -0.775 | 0.002 | cp | 1000000 | 1 | 4 | 3.14 | 0.964 | 0.929 | -0.919 | 0.002 | trestps | 1000000 | 94.03 | 210.08 | 131.6239 | 17.53299 | 307.406 | 0.626 | 0.002 | chol | 1000000 | 100.76 | 529.66 | 246.3325 | 51.80040 | 2683.282 | 0.766 | 0.002 | rbs | 1000000 | 0 | 1 | 0.15 | 0.360 | 0.129 | 1.932 | 0.002 | Restecg | 1000000 | 0 | 2 | 0.99 | 0.991 | 0.982 | 0.028 | 0.002 | Thalach | 1000000 | 62.09 | 211.39 | 149.6228 | 22.88460 | 523.705 | -0.514 | 0.002 | Exang | 1000000 | 0 | 1 | 0.33 | 0.472 | 0.222 | 0.705 | 0.002 | Oldpeak | 1000000 | .64 | 6.96 | 1.0431 | 1.16101 | 1.348 | 1.173 | 0.002 | Slope | 1000000 | 1 | 3 | 1.61 | 0.632 | 0.399 | 0.535 | 0.002 | Ca | 1000000 | 0 | 3 | 0.72 | 0.965 | 0.932 | 1.108 | 0.002 | Thal | 1000000 | 3 | 7 | 4.74 | 1.932 | 3.734 | 0.236 | 0.002 | Valid (listwise) | 1000000 | | | | | | | |
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