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dem float64 | slope float64 | aspect float64 | roughness float64 | gravity float64 | actual_class int64 | predicted_probability float64 |
|---|---|---|---|---|---|---|
1.054054 | 0.639899 | -0.280144 | 2.325398 | 0 | 1 | 0.413352 |
0.085647 | 0.506652 | 0.808879 | 0.016746 | 0 | 0 | 0.162189 |
0.76915 | 0.158945 | -1.249419 | 0.274465 | 0 | 0 | 0.141184 |
-0.86694 | -0.19662 | 0.259754 | -0.436139 | 0 | 0 | 0.075657 |
0.652896 | -0.494211 | 1.03026 | -0.293281 | 0 | 0 | 0.105602 |
-1.294357 | -0.044713 | -0.111262 | 0.695074 | 0 | 0 | 0.086495 |
1.308991 | 5.315037 | -1.022898 | 3.219211 | 0 | 1 | 0.852599 |
0.273774 | 3.117035 | 0.486366 | 2.069114 | 0 | 1 | 0.686962 |
-0.569673 | -0.630608 | -1.862798 | -0.633536 | 0 | 0 | 0.03114 |
-0.010374 | -0.388436 | 0.831146 | -0.483432 | 0 | 0 | 0.091421 |
-0.578224 | 0.738592 | 0.922294 | 0.688486 | 0 | 0 | 0.148201 |
0.182592 | -0.412648 | -0.148731 | -0.476005 | 0 | 0 | 0.12802 |
-0.12105 | -0.302534 | -0.202502 | -0.405539 | 0 | 0 | 0.129444 |
-0.669629 | -0.166552 | -0.4957 | -0.339774 | 0 | 0 | 0.100453 |
1.630399 | 0.027389 | 0.547553 | 0.460964 | 0 | 0 | 0.184557 |
0.538511 | -0.565188 | -0.818522 | -0.622459 | 0 | 0 | 0.082459 |
-0.062536 | -0.616939 | 2.04086 | -0.845078 | 0 | 0 | 0.029182 |
-0.468889 | -0.516634 | -1.418952 | -0.60207 | 0 | 0 | 0.049389 |
-0.82192 | -0.489235 | -1.944546 | -0.450242 | 0 | 0 | 0.031917 |
2.702772 | 0.958301 | 0.811094 | -0.150117 | 0 | 0 | 0.174059 |
-0.746598 | -0.648738 | -0.353057 | -0.756478 | 0 | 0 | 0.051779 |
-0.506744 | -0.5542 | -2.583898 | -0.867146 | 0 | 0 | 0.015479 |
2.081184 | -0.088859 | 0.048393 | 0.285327 | 0 | 0 | 0.124589 |
0.759354 | -0.468265 | -1.546356 | -0.522279 | 0 | 0 | 0.054631 |
0.234636 | -0.477913 | -0.305945 | -0.442524 | 0 | 0 | 0.123863 |
1.033815 | 0.353388 | -0.457021 | 1.509428 | 0 | 0 | 0.296922 |
-0.131831 | -0.683351 | 1.382952 | -0.910982 | 0 | 0 | 0.039233 |
-0.266802 | -0.255853 | 1.053648 | -0.278735 | 0 | 0 | 0.083678 |
-1.150323 | 0.532621 | 0.257601 | 0.666431 | 0 | 0 | 0.120167 |
-0.697959 | -0.40745 | -0.784349 | -0.173376 | 0 | 0 | 0.083183 |
-0.664301 | -0.168656 | -1.756112 | -0.282947 | 0 | 0 | 0.052166 |
-1.092549 | -0.438178 | 0.215003 | -0.299799 | 0 | 0 | 0.058645 |
-0.222036 | 3.66085 | -0.619428 | 3.941626 | 0 | 1 | 0.803516 |
2.185227 | 0.655924 | 0.044079 | 0.560493 | 0 | 0 | 0.225172 |
-0.646106 | -0.456581 | 1.128031 | -0.504927 | 0 | 0 | 0.049746 |
-0.495474 | -0.312754 | 0.077931 | -0.249267 | 0 | 0 | 0.113345 |
0.441116 | 0.856447 | 0.410071 | 0.92644 | 0 | 0 | 0.302823 |
2.607899 | 1.536466 | -1.062804 | 0.426878 | 0 | 0 | 0.23838 |
0.769862 | -0.524331 | -0.539625 | -0.69723 | 0 | 0 | 0.085749 |
-0.469904 | -0.699688 | 0.497648 | -0.830354 | 0 | 0 | 0.054365 |
-0.262317 | 0.612259 | -0.280701 | 0.377942 | 0 | 0 | 0.210456 |
-0.460529 | -0.601063 | 0.36415 | -0.630196 | 0 | 0 | 0.071186 |
-1.098257 | 0.96681 | -0.000677 | 1.984909 | 0 | 0 | 0.244143 |
0.043375 | -0.201043 | -1.005865 | -0.376141 | 0 | 0 | 0.106825 |
-0.054119 | -0.658047 | 1.925437 | -0.832922 | 0 | 0 | 0.031328 |
-0.262238 | -0.528306 | 0.618029 | -0.580524 | 0 | 0 | 0.077809 |
-0.398316 | 0.507465 | 0.982122 | 0.350664 | 0 | 0 | 0.135183 |
-1.207722 | -0.159357 | 0.008291 | 0.133402 | 0 | 0 | 0.077735 |
-1.330222 | -0.825376 | 2.826254 | -1.171513 | 0 | 0 | 0.00466 |
-0.366279 | -0.610675 | -0.165826 | -0.493803 | 0 | 0 | 0.084568 |
-0.386005 | -0.764011 | 0.260171 | -0.958124 | 0 | 0 | 0.051345 |
1.856125 | 0.19233 | -0.442029 | 0.407387 | 0 | 0 | 0.150058 |
0.799121 | -0.418496 | -1.156503 | -0.259603 | 0 | 0 | 0.091719 |
-0.430115 | -0.546516 | 0.978204 | -0.715621 | 0 | 0 | 0.05243 |
0.110033 | -0.365339 | 0.471682 | -0.016202 | 0 | 0 | 0.142867 |
-0.673245 | -0.670245 | -1.421039 | -0.747668 | 0 | 0 | 0.036349 |
-0.330976 | -0.734949 | -0.244892 | -0.77799 | 0 | 0 | 0.062792 |
-1.236966 | -0.379203 | -0.061849 | -0.201031 | 0 | 0 | 0.057401 |
-0.161516 | -0.624892 | 0.406869 | -0.669929 | 0 | 0 | 0.078537 |
-1.258306 | -0.090716 | 0.085484 | 0.64418 | 0 | 0 | 0.084725 |
-0.938191 | -0.311632 | 0.35179 | -0.561564 | 0 | 0 | 0.059439 |
-0.572407 | -0.476968 | 1.160304 | -0.739348 | 0 | 0 | 0.04326 |
-1.270625 | 0.121154 | -0.021968 | 0.252113 | 0 | 0 | 0.086885 |
1.192215 | 1.036692 | -0.746568 | 0.908074 | 0 | 0 | 0.320215 |
-0.207409 | -0.56024 | 1.952129 | -0.741982 | 0 | 0 | 0.031257 |
-0.798059 | -0.643872 | 0.778294 | -0.860365 | 0 | 0 | 0.038552 |
-0.363899 | -0.568665 | -0.975015 | -0.485079 | 0 | 0 | 0.071703 |
1.103388 | 0.886859 | -0.338299 | 2.309662 | 0 | 1 | 0.474334 |
-0.305902 | 0.452056 | 0.253065 | 0.286002 | 0 | 0 | 0.179106 |
-0.067018 | -0.678991 | -0.244262 | -0.728884 | 0 | 0 | 0.077911 |
0.296966 | -0.406241 | -0.583659 | -0.370195 | 0 | 0 | 0.127491 |
-0.210793 | -0.350937 | -0.563215 | -0.030705 | 0 | 0 | 0.133562 |
1.023668 | -0.276249 | -0.239193 | -0.276341 | 0 | 0 | 0.130978 |
0.155327 | 0.246661 | 0.880802 | 0.722733 | 0 | 0 | 0.185473 |
-0.736127 | -0.318714 | -0.804538 | -0.287224 | 0 | 0 | 0.081657 |
-0.518261 | -0.443407 | -0.542483 | -0.140671 | 0 | 0 | 0.100199 |
0.123326 | -0.143941 | -1.28775 | -0.132016 | 0 | 0 | 0.10221 |
-0.050289 | -0.275947 | -0.575802 | -0.472783 | 0 | 0 | 0.121724 |
0.061923 | -0.358725 | -0.670201 | -0.298153 | 0 | 0 | 0.128375 |
-1.181311 | -0.23267 | 0.052883 | 0.065308 | 0 | 0 | 0.07493 |
-1.330222 | -0.825376 | 2.826254 | -1.171513 | 0 | 0 | 0.00466 |
-0.695708 | -0.371267 | -1.468914 | -0.37423 | 0 | 0 | 0.053106 |
-0.340147 | -0.387706 | 0.838074 | -0.483794 | 0 | 0 | 0.075365 |
-0.218643 | -0.226254 | -0.841831 | 0.006187 | 0 | 0 | 0.129504 |
-0.339502 | -0.690156 | -0.556976 | -0.711465 | 0 | 0 | 0.064218 |
-1.330222 | -0.825376 | 2.826254 | -1.171513 | 0 | 0 | 0.00466 |
0.163835 | -0.623806 | -2.422309 | -0.847253 | 0 | 0 | 0.017813 |
1.695906 | 5.135584 | 0.799325 | 3.062089 | 0 | 1 | 0.857604 |
-0.22252 | -0.433388 | 1.113867 | -0.256934 | 0 | 0 | 0.07773 |
-0.01448 | -0.06098 | -1.208327 | -0.096338 | 0 | 0 | 0.110937 |
-0.317689 | -0.191761 | -0.124349 | 0.096868 | 0 | 0 | 0.15682 |
1.669291 | 1.163102 | -0.208921 | 1.467577 | 0 | 0 | 0.448213 |
0.786042 | 3.142762 | 0.721201 | 1.287357 | 0 | 1 | 0.613398 |
-0.660197 | -0.39537 | -1.388752 | -0.566732 | 0 | 0 | 0.04999 |
-0.266863 | -0.219565 | -1.390295 | -0.071884 | 0 | 0 | 0.085058 |
0.893528 | 0.004629 | -2.134432 | 0.068641 | 0 | 0 | 0.061654 |
-1.07261 | 0.240799 | -0.915896 | 0.356938 | 0 | 0 | 0.101492 |
-1.164197 | 0.865335 | 0.263566 | 1.901731 | 0 | 0 | 0.202858 |
-0.346303 | -0.71257 | -0.152249 | -0.707697 | 0 | 0 | 0.067579 |
-0.377662 | -0.645372 | -0.31541 | -0.526792 | 0 | 0 | 0.078587 |
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Nigeria Gold Deposit Prediction (Neural Network)
Results from a Neural Network model trained on NORA environmental and gravity data.
Model Evaluation
precision recall f1-score support
0 0.98 1.00 0.99 56031
1 0.98 0.77 0.86 4489
accuracy 0.98 60520
macro avg 0.98 0.88 0.92 60520
weighted avg 0.98 0.98 0.98 60520
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