Lines Matching refs:evaluate
54 self.evaluate(variables.variables_initializer(fp_obj.variables))
62 self.evaluate(update_op)
68 self.evaluate(variables.variables_initializer(fp_obj.variables))
75 self.assertAllClose(14., self.evaluate(result))
79 self.evaluate(variables.variables_initializer(fp_obj.variables))
87 self.evaluate(update_op)
93 self.evaluate(variables.variables_initializer(fp_obj.variables))
103 self.assertAllClose([125., 42., 12.], self.evaluate(result))
134 self.evaluate(variables.variables_initializer(fn_obj.variables))
142 self.evaluate(update_op)
148 self.evaluate(variables.variables_initializer(fn_obj.variables))
155 self.assertAllClose(5., self.evaluate(result))
159 self.evaluate(variables.variables_initializer(fn_obj.variables))
167 self.evaluate(update_op)
173 self.evaluate(variables.variables_initializer(fn_obj.variables))
182 self.assertAllClose([4., 16., 23.], self.evaluate(result))
202 self.evaluate(variables.variables_initializer(tn_obj.variables))
210 self.evaluate(update_op)
216 self.evaluate(variables.variables_initializer(tn_obj.variables))
223 self.assertAllClose(4., self.evaluate(result))
227 self.evaluate(variables.variables_initializer(tn_obj.variables))
235 self.evaluate(update_op)
241 self.evaluate(variables.variables_initializer(tn_obj.variables))
250 self.assertAllClose([5., 15., 23.], self.evaluate(result))
270 self.evaluate(variables.variables_initializer(tp_obj.variables))
278 self.evaluate(update_op)
284 self.evaluate(variables.variables_initializer(tp_obj.variables))
291 self.assertAllClose(12., self.evaluate(result))
295 self.evaluate(variables.variables_initializer(tp_obj.variables))
303 self.evaluate(update_op)
309 self.evaluate(variables.variables_initializer(tp_obj.variables))
317 self.assertAllClose([222., 111., 37.], self.evaluate(result))
347 self.evaluate(variables.variables_initializer(p_obj.variables))
351 self.evaluate(update_op)
354 initial_precision = self.evaluate(p_obj.result())
356 self.assertArrayNear(initial_precision, self.evaluate(p_obj.result()),
363 self.evaluate(variables.variables_initializer(p_obj.variables))
365 self.assertAlmostEqual(0.5, self.evaluate(result))
372 self.evaluate(variables.variables_initializer(p_obj.variables))
374 self.assertAlmostEqual(0, self.evaluate(result))
380 self.evaluate(variables.variables_initializer(p_obj.variables))
388 self.assertAlmostEqual(expected_precision, self.evaluate(result))
394 self.evaluate(variables.variables_initializer(p_obj.variables))
396 self.assertEqual(0, self.evaluate(result))
402 self.evaluate(variables.variables_initializer(p_obj.variables))
404 self.assertArrayNear([0.5, 0.], self.evaluate(result), 0)
415 self.evaluate(variables.variables_initializer(p_obj.variables))
420 self.assertArrayNear([expected_precision, 0], self.evaluate(result), 1e-3)
431 self.evaluate(variables.variables_initializer(p_obj.variables))
434 self.evaluate(update_op)
439 self.assertArrayNear([expected_precision, 0], self.evaluate(p_obj.result()),
446 self.evaluate(variables.variables_initializer(p_obj.variables))
448 self.assertAlmostEqual(1. / 3, self.evaluate(result))
454 self.evaluate(variables.variables_initializer(p_obj.variables))
455 self.evaluate(
468 self.assertAlmostEqual(expected_precision, self.evaluate(result))
472 self.evaluate(variables.variables_initializer(p_obj.variables))
477 self.assertAlmostEqual(1, self.evaluate(result))
478 self.assertAlmostEqual(1, self.evaluate(p_obj.true_positives))
479 self.assertAlmostEqual(0, self.evaluate(p_obj.false_positives))
484 self.assertAlmostEqual(1, self.evaluate(result))
485 self.assertAlmostEqual(1, self.evaluate(p_obj.true_positives))
486 self.assertAlmostEqual(0, self.evaluate(p_obj.false_positives))
491 self.assertAlmostEqual(0.5, self.evaluate(result))
492 self.assertAlmostEqual(1, self.evaluate(p_obj.true_positives))
493 self.assertAlmostEqual(1, self.evaluate(p_obj.false_positives))
497 self.evaluate(variables.variables_initializer(p_obj.variables))
502 self.assertAlmostEqual(1, self.evaluate(result))
503 self.assertAlmostEqual(1, self.evaluate(p_obj.true_positives))
504 self.assertAlmostEqual(0, self.evaluate(p_obj.false_positives))
509 self.assertAlmostEqual(1, self.evaluate(result))
510 self.assertAlmostEqual(1, self.evaluate(p_obj.true_positives))
511 self.assertAlmostEqual(0, self.evaluate(p_obj.false_positives))
515 self.evaluate(variables.variables_initializer(p_obj.variables))
520 self.assertAlmostEqual(1, self.evaluate(result))
521 self.assertAlmostEqual(1, self.evaluate(p_obj.true_positives))
522 self.assertAlmostEqual(0, self.evaluate(p_obj.false_positives))
552 self.evaluate(variables.variables_initializer(r_obj.variables))
556 self.evaluate(update_op)
559 initial_recall = self.evaluate(r_obj.result())
561 self.assertArrayNear(initial_recall, self.evaluate(r_obj.result()), 1e-3)
567 self.evaluate(variables.variables_initializer(r_obj.variables))
569 self.assertAlmostEqual(0.5, self.evaluate(result))
576 self.evaluate(variables.variables_initializer(r_obj.variables))
578 self.assertAlmostEqual(0, self.evaluate(result))
584 self.evaluate(variables.variables_initializer(r_obj.variables))
592 self.assertAlmostEqual(expected_recall, self.evaluate(result))
598 self.evaluate(variables.variables_initializer(r_obj.variables))
600 self.assertEqual(0, self.evaluate(result))
606 self.evaluate(variables.variables_initializer(r_obj.variables))
608 self.assertArrayNear([0.5, 0.], self.evaluate(result), 0)
619 self.evaluate(variables.variables_initializer(r_obj.variables))
624 self.assertArrayNear([expected_recall, 0], self.evaluate(result), 1e-3)
635 self.evaluate(variables.variables_initializer(r_obj.variables))
638 self.evaluate(update_op)
643 self.assertArrayNear([expected_recall, 0], self.evaluate(r_obj.result()),
650 self.evaluate(variables.variables_initializer(r_obj.variables))
652 self.assertAlmostEqual(0.5, self.evaluate(result))
658 self.evaluate(variables.variables_initializer(r_obj.variables))
659 self.evaluate(
672 self.assertAlmostEqual(expected_recall, self.evaluate(result))
676 self.evaluate(variables.variables_initializer(r_obj.variables))
681 self.assertAlmostEqual(1, self.evaluate(result))
682 self.assertAlmostEqual(1, self.evaluate(r_obj.true_positives))
683 self.assertAlmostEqual(0, self.evaluate(r_obj.false_negatives))
688 self.assertAlmostEqual(0.5, self.evaluate(result))
689 self.assertAlmostEqual(1, self.evaluate(r_obj.true_positives))
690 self.assertAlmostEqual(1, self.evaluate(r_obj.false_negatives))
695 self.assertAlmostEqual(0.5, self.evaluate(result))
696 self.assertAlmostEqual(1, self.evaluate(r_obj.true_positives))
697 self.assertAlmostEqual(1, self.evaluate(r_obj.false_negatives))
701 self.evaluate(variables.variables_initializer(r_obj.variables))
706 self.assertAlmostEqual(1, self.evaluate(result))
707 self.assertAlmostEqual(1, self.evaluate(r_obj.true_positives))
708 self.assertAlmostEqual(0, self.evaluate(r_obj.false_negatives))
713 self.assertAlmostEqual(0.5, self.evaluate(result))
714 self.assertAlmostEqual(1, self.evaluate(r_obj.true_positives))
715 self.assertAlmostEqual(1, self.evaluate(r_obj.false_negatives))
719 self.evaluate(variables.variables_initializer(r_obj.variables))
724 self.assertAlmostEqual(0.25, self.evaluate(result))
725 self.assertAlmostEqual(1, self.evaluate(r_obj.true_positives))
726 self.assertAlmostEqual(3, self.evaluate(r_obj.false_negatives))
758 self.evaluate(variables.variables_initializer(s_obj.variables))
762 self.evaluate(update_op)
765 initial_sensitivity = self.evaluate(s_obj.result())
767 self.assertAlmostEqual(initial_sensitivity, self.evaluate(s_obj.result()),
775 self.evaluate(variables.variables_initializer(s_obj.variables))
777 self.assertAlmostEqual(1, self.evaluate(result))
786 self.evaluate(variables.variables_initializer(s_obj.variables))
788 self.assertAlmostEqual(0.8, self.evaluate(result))
797 self.evaluate(variables.variables_initializer(s_obj.variables))
799 self.assertAlmostEqual(0.6, self.evaluate(result))
811 self.evaluate(variables.variables_initializer(s_obj.variables))
813 self.assertAlmostEqual(0.675, self.evaluate(result))
854 self.evaluate(variables.variables_initializer(s_obj.variables))
858 self.evaluate(update_op)
861 initial_specificity = self.evaluate(s_obj.result())
863 self.assertAlmostEqual(initial_specificity, self.evaluate(s_obj.result()),
871 self.evaluate(variables.variables_initializer(s_obj.variables))
873 self.assertAlmostEqual(1, self.evaluate(result))
882 self.evaluate(variables.variables_initializer(s_obj.variables))
884 self.assertAlmostEqual(0.4, self.evaluate(result))
893 self.evaluate(variables.variables_initializer(s_obj.variables))
895 self.assertAlmostEqual(0.6, self.evaluate(result))
907 self.evaluate(variables.variables_initializer(s_obj.variables))
909 self.assertAlmostEqual(0.4, self.evaluate(result))
980 self.evaluate(variables.variables_initializer(auc_obj.variables))
985 self.evaluate(update_op)
988 initial_auc = self.evaluate(auc_obj.result())
990 self.assertAllClose(initial_auc, self.evaluate(auc_obj.result()), 1e-3)
995 self.evaluate(variables.variables_initializer(auc_obj.variables))
997 self.assertEqual(self.evaluate(result), 1)
1002 self.evaluate(variables.variables_initializer(auc_obj.variables))
1011 self.assertAllClose(self.evaluate(result), expected_result, 1e-3)
1016 self.evaluate(variables.variables_initializer(auc_obj.variables))
1025 self.assertAllClose(self.evaluate(result), expected_result, 1e-3)
1031 self.evaluate(variables.variables_initializer(auc_obj.variables))
1040 self.assertAllClose(self.evaluate(result), expected_result, 1e-3)
1046 self.evaluate(variables.variables_initializer(auc_obj.variables))
1055 self.assertAllClose(self.evaluate(result), expected_result, 1e-3)
1063 self.evaluate(variables.variables_initializer(auc_obj.variables))
1072 self.assertAllClose(self.evaluate(result), expected_result, 1e-3)
1080 self.evaluate(variables.variables_initializer(auc_obj.variables))
1089 self.assertAllClose(self.evaluate(result), expected_result, 1e-3)
1094 self.evaluate(variables.variables_initializer(auc_obj.variables))
1110 self.assertAllClose(self.evaluate(result), expected_result, 1e-3)
