Table 2 Estimation grade statistics of model 2.
From: The influence of distance weight on the inverse distance weighted method for ore-grade estimation
Variables | Grade name | Minkowski distance | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
Manhattan (p = 1) | Euclidean (p = 2) | p = 3 | p = 5 | p = 7 | p = 9 | p = 11 | p = 13 | p = 15 | p = 20 | Chebyshev p → ∞ | ||
Minimum | Ni | 0.017 | 0.020 | 0.020 | 0.038 | 0.039 | 0.059 | 0.052 | 0.059 | 0.059 | 0.059 | 0.059 |
MgO | 3.920 | 7.976 | 8.136 | 8.566 | 8.570 | 8.573 | 8.573 | 8.573 | 8.573 | 8.573 | 8.573 | |
Maximum | Ni | 0.257 | 0.257 | 0.257 | 0.257 | 0.257 | 0.257 | 0.257 | 0.257 | 0.263 | 0.263 | 0.263 |
MgO | 40.250 | 40.417 | 40.250 | 39.614 | 39.609 | 39.603 | 39.601 | 39.601 | 39.615 | 39.615 | 39.601 | |
Mean | Ni | 0.155 | 0.173 | 0.170 | 0.171 | 0.170 | 0.175 | 0.173 | 0.173 | 0.175 | 0.176 | 0.179 |
MgO | 31.091 | 32.212 | 32.057 | 32.075 | 31.874 | 32.352 | 32.172 | 32.342 | 32.565 | 32.810 | 33.182 | |
Variance | Ni | 0.003 | 0.002 | 0.002 | 0.002 | 0.002 | 0.002 | 0.002 | 0.002 | 0.002 | 0.002 | 0.001 |
MgO | 52.545 | 48.470 | 54.071 | 53.204 | 52.451 | 45.631 | 44.587 | 42.934 | 41.457 | 39.329 | 32.492 | |
Standard deviation | Ni | 0.057 | 0.044 | 0.049 | 0.048 | 0.049 | 0.042 | 0.042 | 0.042 | 0.042 | 0.041 | 0.038 |
MgO | 7.249 | 6.962 | 7.353 | 7.294 | 7.242 | 6.755 | 6.677 | 6.552 | 6.439 | 6.271 | 5.700 | |
Medan | Ni | 0.177 | 0.183 | 0.186 | 0.186 | 0.183 | 0.183 | 0.183 | 0.183 | 0.186 | 0.188 | 0.188 |
MgO | 32.848 | 34.748 | 35.239 | 35.173 | 34.568 | 34.396 | 34.036 | 34.036 | 34.396 | 34.413 | 33.534 | |
Kurtosis | Ni | − 0.813 | − 1.060 | − 1.067 | − 1.060 | − 1.076 | − 0.960 | − 0.832 | − 0.846 | − 0.884 | − 0.864 | − 0.547 |
MgO | − 0.931 | − 1.297 | − 1.248 | − 1.222 | − 1.133 | − 1.341 | − 1.247 | − 1.301 | − 1.386 | − 1.448 | − 1.393 | |
Skewness | Ni | − 0.570 | 0.626 | 0.377 | 0.334 | 0.306 | 0.501 | 0.165 | 0.230 | 0.251 | 0.227 | − 0.777 |
MgO | 0.044 | 1.163 | 0.772 | 0.682 | 0.451 | 1.370 | 1.145 | 1.410 | 1.745 | 2.107 | 2.792 | |
Variation coefficient | Ni | 0.367 | 0.256 | 0.290 | 0.283 | 0.291 | 0.238 | 0.244 | 0.242 | 0.241 | 0.235 | 0.212 |
MgO | 0.233 | 0.216 | 0.229 | 0.227 | 0.227 | 0.209 | 0.208 | 0.203 | 0.198 | 0.191 | 0.172 | |