"#Test for the confusion matrix - cat/dog/rabbit example\n",
    "#actual = np.array([0,0,0,0,0,0,0,0,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2])\n",
    "#predicted=np.array([1,1,1,0,0,0,0,0,0,0,2,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2])\n",
    "# ---------expexted results--------------\n",
    "#cat_cm = [5,2,3,17]\n",
    "#dog_cm = [3,5,3,16]\n",
    "#rabbit_cm = [11,1,2,13]\n",