/dports/science/py-scikit-learn/scikit-learn-1.0.2/sklearn/metrics/ |
H A D | _regression.py | 96 y_pred = check_array(y_pred, ensure_2d=False, dtype=dtype) 101 if y_pred.ndim == 1: 102 y_pred = y_pred.reshape((-1, 1)) 192 y_true, y_pred, multioutput 268 y_true, y_pred, multioutput 271 diff = y_true - y_pred 528 np.log1p(y_pred), 794 if _num_samples(y_pred) < 2: 838 def max_error(y_true, y_pred): argument 865 y_type, y_true, y_pred, _ = _check_reg_targets(y_true, y_pred, None) [all …]
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H A D | _classification.py | 108 y_pred = column_or_1d(y_pred) 129 y_pred = csr_matrix(y_pred) 350 y_pred = y_pred[ind] 507 y_pred = le.transform(y_pred) 558 y_pred = y_pred[:, labels[:n_labels]] 900 y_pred = lb.transform(y_pred) 2379 y_pred = check_array(y_pred, ensure_2d=False) 2411 y_pred = np.clip(y_pred, eps, 1 - eps) 2416 y_pred = y_pred[:, np.newaxis] 2418 y_pred = np.append(1 - y_pred, y_pred, axis=1) [all …]
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H A D | _scorer.py | 152 def _select_proba_binary(self, y_pred, classes): argument 169 if y_pred.shape[1] == 2: 173 return y_pred[:, col_idx] 303 y_pred = self._select_proba_binary(y_pred, clf.classes_) 352 y_pred = method_caller(clf, "predict", X) 357 if isinstance(y_pred, list): 359 y_pred = np.vstack([p for p in y_pred]).T 366 y_pred *= -1 372 y_pred = self._select_proba_binary(y_pred, clf.classes_) 373 elif isinstance(y_pred, list): [all …]
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/dports/science/py-scikit-learn/scikit-learn-1.0.2/sklearn/metrics/tests/ |
H A D | test_regression.py | 34 y_pred = y_true + 1 39 mean_squared_log_error(y_true, y_pred), 56 mean_squared_error(y_true, y_pred), 59 d2_tweedie_score(y_true, y_pred, power=0), r2_score(y_true, y_pred) 66 y_pred = 2 * y_true 284 y_pred = [[1, 1]] * 4 307 y_pred = [[1, 4], [-1, 1]] 356 y_pred = [1] 361 score = metric(y_true, y_pred) 367 y_pred = [1, 0, 1] [all …]
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H A D | test_classification.py | 146 y_pred, 1008 y_pred, 1072 y_pred, 1084 y_pred = np.array(["blue", "green", "red"])[y_pred] 1120 y_pred = labels[y_pred] 1142 y_pred = labels[y_pred] 1674 y_pred, 1682 y_pred, 1733 y_pred, 2384 y_pred *= 2 [all …]
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H A D | test_common.py | 565 y_true, y_pred = _require_positive_targets(y_true, y_pred) 596 y_true, y_pred = _require_positive_targets(y_true, y_pred) 602 assert_array_equal(metric(y_true, y_pred), metric(y_pred, y_true)) 615 y_true, y_pred = _require_positive_targets(y_true, y_pred) 1191 y_pred += [0] * n_classes 1311 y_pred = y[20:] 1314 y_pred_binarize = y_pred 1325 y_pred_binarize = y_pred 1334 y_pred_binarize = y_pred 1342 y_pred, [all …]
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/dports/math/py-keras/Keras-2.4.3/tests/keras/ |
H A D | metrics_confusion_matrix_test.py | 36 result = fp_obj(y_true, y_pred) 54 result = fp_obj(y_true, y_pred) 99 result = tp_obj(y_true, y_pred) 120 result = tp_obj(y_true, y_pred) 157 result = tn_obj(y_true, y_pred) 271 result = s_obj(y_true, y_pred) 281 result = s_obj(y_true, y_pred) 628 y_pred = K.constant(inputs) 639 y_pred, 777 y_pred = K.constant(inputs) [all …]
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H A D | losses_test.py | 190 loss = mse_obj(y_true, y_pred) 267 loss = mae_obj(y_true, y_pred) 460 loss = bce_obj(y_true, y_pred) 607 loss = cce_obj(y_true, y_pred) 619 y_pred = K.constant( 621 loss = cce_obj(y_true, y_pred) 633 y_pred = K.constant( 647 y_pred = K.constant( 715 y_pred = K.constant( 729 y_pred = K.constant( [all …]
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H A D | metrics_test.py | 328 result = mse_obj(y_true, y_pred) 458 result = a_obj(y_true, y_pred) 463 result = a_obj(y_true, y_pred) 471 result = a_obj(y_true, y_pred) 501 result = a_obj(y_true, y_pred) 506 result = a_obj(y_true, y_pred) 513 result = a_obj(y_true, y_pred) 678 self.y_pred, 711 result = mae_obj(y_true, y_pred) 779 result = mse_obj(y_true, y_pred) [all …]
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/dports/science/py-scikit-learn/scikit-learn-1.0.2/sklearn/_loss/ |
H A D | glm_distribution.py | 69 def unit_variance(self, y_pred): argument 116 def unit_deviance_derivative(self, y, y_pred): argument 132 return -2 * (y - y_pred) / self.unit_variance(y_pred) 134 def deviance(self, y, y_pred, weights=1): argument 238 def unit_variance(self, y_pred): argument 247 return np.power(y_pred, self.power) 283 if (y_pred <= 0).any(): 311 + np.power(y_pred, 2 - p) / (2 - p) 316 dev = (y - y_pred) ** 2 323 dev = 2 * (xlogy(y, y / y_pred) - y + y_pred) [all …]
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/dports/science/py-scikit-learn/scikit-learn-1.0.2/sklearn/linear_model/_glm/ |
H A D | link.py | 18 def __call__(self, y_pred): argument 31 def derivative(self, y_pred): argument 67 def __call__(self, y_pred): argument 68 return y_pred 70 def derivative(self, y_pred): argument 83 def __call__(self, y_pred): argument 84 return np.log(y_pred) 87 return 1 / y_pred 99 def __call__(self, y_pred): argument 100 return logit(y_pred) [all …]
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/dports/science/py-nilearn/nilearn-0.8.1/nilearn/decoding/tests/ |
H A D | test_decoder.py | 176 y_pred = model.predict(X) 184 y_pred = model.predict(X) 229 y_pred = model.predict(X) 237 y_pred = model.predict(X) 253 y_pred = model.predict(X) 262 y_pred = model.predict(X) 305 y_pred = model.predict(X) 313 y_pred = model.predict(X) 360 y_pred = model.predict(X) 407 y_pred = model.predict(X) [all …]
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/dports/sysutils/xvidcap/xvidcap-1.1.7/ffmpeg/libavcodec/ |
H A D | cyuv.c | 79 unsigned char y_pred, u_pred, v_pred; in cyuv_decode_frame() local 126 y_pred += y_table[cur_byte & 0x0F]; in cyuv_decode_frame() 127 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 130 y_pred += y_table[cur_byte & 0x0F]; in cyuv_decode_frame() 131 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 133 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 142 y_pred += y_table[cur_byte & 0x0F]; in cyuv_decode_frame() 143 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 149 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 153 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() [all …]
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/dports/science/py-scikit-learn/scikit-learn-1.0.2/examples/compose/ |
H A D | plot_transformed_target.py | 89 y_pred = regr.predict(X_test) variable 91 ax0.scatter(y_test, y_pred) 100 % (r2_score(y_test, y_pred), median_absolute_error(y_test, y_pred)), 109 y_pred = regr_trans.predict(X_test) variable 111 ax1.scatter(y_test, y_pred) 120 % (r2_score(y_test, y_pred), median_absolute_error(y_test, y_pred)), 184 y_pred = regr.predict(X_test) variable 201 % (r2_score(y_test, y_pred), median_absolute_error(y_test, y_pred)), 207 ax1[0].scatter(y_pred, (y_pred - y_test), s=8) 234 % (r2_score(y_test, y_pred), median_absolute_error(y_test, y_pred)), [all …]
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/dports/multimedia/handbrake/ffmpeg-4.4/libavcodec/ |
H A D | cyuv.c | 80 unsigned char y_pred, u_pred, v_pred; in cyuv_decode_frame() local 138 y_pred += y_table[cur_byte & 0x0F]; in cyuv_decode_frame() 139 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 142 y_pred += y_table[cur_byte & 0x0F]; in cyuv_decode_frame() 143 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 145 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 154 y_pred += y_table[cur_byte & 0x0F]; in cyuv_decode_frame() 155 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 161 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 165 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() [all …]
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/dports/emulators/vice/vice-3.5/src/lib/libffmpeg/libavcodec/ |
H A D | cyuv.c | 80 unsigned char y_pred, u_pred, v_pred; in cyuv_decode_frame() local 138 y_pred += y_table[cur_byte & 0x0F]; in cyuv_decode_frame() 139 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 142 y_pred += y_table[cur_byte & 0x0F]; in cyuv_decode_frame() 143 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 145 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 154 y_pred += y_table[cur_byte & 0x0F]; in cyuv_decode_frame() 155 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 161 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 165 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() [all …]
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/dports/multimedia/ffmpeg/ffmpeg-4.4.1/libavcodec/ |
H A D | cyuv.c | 80 unsigned char y_pred, u_pred, v_pred; in cyuv_decode_frame() local 138 y_pred += y_table[cur_byte & 0x0F]; in cyuv_decode_frame() 139 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 142 y_pred += y_table[cur_byte & 0x0F]; in cyuv_decode_frame() 143 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 145 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 154 y_pred += y_table[cur_byte & 0x0F]; in cyuv_decode_frame() 155 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 161 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 165 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() [all …]
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/dports/multimedia/gstreamer1-libav/gst-libav-1.16.2/gst-libs/ext/libav/libavcodec/ |
H A D | cyuv.c | 80 unsigned char y_pred, u_pred, v_pred; in cyuv_decode_frame() local 138 y_pred += y_table[cur_byte & 0x0F]; in cyuv_decode_frame() 139 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 142 y_pred += y_table[cur_byte & 0x0F]; in cyuv_decode_frame() 143 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 145 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 154 y_pred += y_table[cur_byte & 0x0F]; in cyuv_decode_frame() 155 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 161 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 165 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() [all …]
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/dports/www/qt5-webengine/qtwebengine-everywhere-src-5.15.2/src/3rdparty/chromium/third_party/ffmpeg/libavcodec/ |
H A D | cyuv.c | 80 unsigned char y_pred, u_pred, v_pred; in cyuv_decode_frame() local 138 y_pred += y_table[cur_byte & 0x0F]; in cyuv_decode_frame() 139 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 142 y_pred += y_table[cur_byte & 0x0F]; in cyuv_decode_frame() 143 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 145 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 154 y_pred += y_table[cur_byte & 0x0F]; in cyuv_decode_frame() 155 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 161 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 165 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() [all …]
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/dports/emulators/libretro-vice/vice-libretro-5725415/vice/src/lib/libffmpeg/libavcodec/ |
H A D | cyuv.c | 80 unsigned char y_pred, u_pred, v_pred; in cyuv_decode_frame() local 138 y_pred += y_table[cur_byte & 0x0F]; in cyuv_decode_frame() 139 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 142 y_pred += y_table[cur_byte & 0x0F]; in cyuv_decode_frame() 143 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 145 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 154 y_pred += y_table[cur_byte & 0x0F]; in cyuv_decode_frame() 155 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 161 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 165 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() [all …]
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/dports/www/chromium-legacy/chromium-88.0.4324.182/third_party/ffmpeg/libavcodec/ |
H A D | cyuv.c | 80 unsigned char y_pred, u_pred, v_pred; in cyuv_decode_frame() local 138 y_pred += y_table[cur_byte & 0x0F]; in cyuv_decode_frame() 139 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 142 y_pred += y_table[cur_byte & 0x0F]; in cyuv_decode_frame() 143 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 145 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 154 y_pred += y_table[cur_byte & 0x0F]; in cyuv_decode_frame() 155 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 161 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() 165 y_plane[y_ptr++] = y_pred; in cyuv_decode_frame() [all …]
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/dports/science/py-scikit-learn/scikit-learn-1.0.2/sklearn/metrics/_plot/tests/ |
H A D | test_precision_recall_display.py | 88 y_pred = getattr(classifier, response_method)(X) 89 y_pred = y_pred if y_pred.ndim == 1 else y_pred[:, pos_label] 100 y, y_pred, pos_label=pos_label 141 y_pred = classifier.predict_proba(X)[:, pos_label] 150 y, y_pred, pos_label=pos_label 195 y_pred = lr.predict_proba(X)[:, 1] 203 PrecisionRecallDisplay.from_predictions(y, y_pred) 206 y, y_pred, pos_label=lr.classes_[1] 262 y_pred = getattr(classifier, response_method)(X_test) 265 y_pred_cancer = -1 * y_pred if y_pred.ndim == 1 else y_pred[:, 0] [all …]
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/dports/science/py-scikit-learn/scikit-learn-1.0.2/sklearn/neighbors/ |
H A D | _regression.py | 238 y_pred = np.mean(_y[neigh_ind], axis=1) 240 y_pred = np.empty((X.shape[0], _y.shape[1]), dtype=np.float64) 245 y_pred[:, j] = num / denom 248 y_pred = y_pred.ravel() 250 return y_pred 448 y_pred = np.array( 456 y_pred = np.array( 465 if np.any(np.isnan(y_pred)): 473 y_pred = y_pred.ravel() 475 return y_pred
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/dports/misc/py-xgboost/xgboost-1.5.1/tests/cpp/common/ |
H A D | test_survival_util.cc | 14 const double y_pred = std::pow(10.0, static_cast<double>(i)); in RobustTestSuite() local 15 const double z = (std::log(y_lower) - std::log(y_pred)) / sigma; in RobustTestSuite() 17 = AFTLoss<Distribution>::Gradient(y_lower, y_upper, std::log(y_pred), sigma); in RobustTestSuite() 19 = AFTLoss<Distribution>::Hessian(y_lower, y_upper, std::log(y_pred), sigma); in RobustTestSuite() 21 << y_lower << ", " << y_upper << "], y_pred = " << y_pred in RobustTestSuite() 24 << y_lower << ", " << y_upper << "], y_pred = " << y_pred in RobustTestSuite() 27 << y_lower << ", " << y_upper << "], y_pred = " << y_pred in RobustTestSuite() 30 << y_lower << ", " << y_upper << "], y_pred = " << y_pred in RobustTestSuite()
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/dports/misc/xgboost/xgboost-1.5.1/tests/cpp/common/ |
H A D | test_survival_util.cc | 14 const double y_pred = std::pow(10.0, static_cast<double>(i)); in RobustTestSuite() local 15 const double z = (std::log(y_lower) - std::log(y_pred)) / sigma; in RobustTestSuite() 17 = AFTLoss<Distribution>::Gradient(y_lower, y_upper, std::log(y_pred), sigma); in RobustTestSuite() 19 = AFTLoss<Distribution>::Hessian(y_lower, y_upper, std::log(y_pred), sigma); in RobustTestSuite() 21 << y_lower << ", " << y_upper << "], y_pred = " << y_pred in RobustTestSuite() 24 << y_lower << ", " << y_upper << "], y_pred = " << y_pred in RobustTestSuite() 27 << y_lower << ", " << y_upper << "], y_pred = " << y_pred in RobustTestSuite() 30 << y_lower << ", " << y_upper << "], y_pred = " << y_pred in RobustTestSuite()
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