2350e18231a67fa9d795fe7a16919b344a4b4ce5,examples/uv/UV_correlations.py,,,#,17

Before Change

  for other_task in range(n_tasks):
    if task == other_task:
      task_results.append(1.)
      continue
    y_other = y_train[:, other_task]
    r2 = dc.metrics.pearson_r2_score(y_task, y_other)
    print("r2 for %s-%s is %f" % (task, other_task, r2))
    task_results.append(r2)

After Change

plt.ylabel("Probability Density")
plt.title("Histogram of UV Intertask Correlations")
plt.grid(True)
plt.savefig("UV_correlations.png")

Instances