{
  "fold_results": [
    {
      "fold": 0,
      "test_metrics": {
        "size": {
          "n_samples": 83,
          "mse": 1.3484356700772522,
          "rmse": 1.1612216283196124,
          "mae": 0.4798589242061937,
          "r2": 0.1747241783006852
        },
        "delivery": {
          "n_samples": 58,
          "mse": 0.3976989005700695,
          "rmse": 0.6306337293311146,
          "mae": 0.4073375633664443,
          "r2": 0.49450069866587976
        },
        "toxic": {
          "n_samples": 58,
          "accuracy": 0.9655172413793104,
          "precision": 0.75,
          "recall": 0.9821428571428572,
          "f1": 0.8242424242424242,
          "true_class_counts": [
            56,
            2
          ],
          "pred_class_counts": [
            54,
            4
          ],
          "confusion_matrix": [
            [
              54,
              2
            ],
            [
              0,
              2
            ]
          ]
        },
        "pdi": {
          "n_samples": 84,
          "accuracy": 0.7857142857142857,
          "precision": 0.7551020408163265,
          "recall": 0.8118317890235209,
          "f1": 0.7630094043887148,
          "true_class_counts": [
            61,
            23
          ],
          "pred_class_counts": [
            49,
            35
          ],
          "confusion_matrix": [
            [
              46,
              15
            ],
            [
              3,
              20
            ]
          ]
        },
        "ee": {
          "n_samples": 84,
          "accuracy": 0.75,
          "precision": 0.7092916445857623,
          "recall": 0.7614285714285715,
          "f1": 0.7175824990730441,
          "true_class_counts": [
            14,
            20,
            50
          ],
          "pred_class_counts": [
            17,
            30,
            37
          ],
          "confusion_matrix": [
            [
              10,
              3,
              1
            ],
            [
              3,
              17,
              0
            ],
            [
              4,
              10,
              36
            ]
          ]
        },
        "biodist": {
          "n_samples": 58,
          "kl_divergence": 0.15998570647485624,
          "js_divergence": 0.035472610690609384
        }
      }
    },
    {
      "fold": 1,
      "test_metrics": {
        "size": {
          "n_samples": 84,
          "mse": 0.30493822479834903,
          "rmse": 0.5522121193874225,
          "mae": 0.34891908283267253,
          "r2": 0.06882707391945686
        },
        "delivery": {
          "n_samples": 61,
          "mse": 0.7752937492958416,
          "rmse": 0.8805076656655759,
          "mae": 0.5151286462071908,
          "r2": 0.4131585218812348
        },
        "toxic": {
          "n_samples": 61,
          "accuracy": 0.9508196721311475,
          "precision": 0.75,
          "recall": 0.9741379310344828,
          "f1": 0.8200589970501475,
          "true_class_counts": [
            58,
            3
          ],
          "pred_class_counts": [
            55,
            6
          ],
          "confusion_matrix": [
            [
              55,
              3
            ],
            [
              0,
              3
            ]
          ]
        },
        "pdi": {
          "n_samples": 84,
          "accuracy": 0.6547619047619048,
          "precision": 0.5803571428571429,
          "recall": 0.5952380952380952,
          "f1": 0.5822328931572629,
          "true_class_counts": [
            63,
            21
          ],
          "pred_class_counts": [
            56,
            28
          ],
          "confusion_matrix": [
            [
              45,
              18
            ],
            [
              11,
              10
            ]
          ]
        },
        "ee": {
          "n_samples": 84,
          "accuracy": 0.5476190476190477,
          "precision": 0.5001165151969107,
          "recall": 0.4989534275248561,
          "f1": 0.48349530196256724,
          "true_class_counts": [
            13,
            22,
            49
          ],
          "pred_class_counts": [
            19,
            31,
            34
          ],
          "confusion_matrix": [
            [
              5,
              7,
              1
            ],
            [
              8,
              11,
              3
            ],
            [
              6,
              13,
              30
            ]
          ]
        },
        "biodist": {
          "n_samples": 61,
          "kl_divergence": 0.1177531067102451,
          "js_divergence": 0.027774748827162944
        }
      }
    },
    {
      "fold": 2,
      "test_metrics": {
        "size": {
          "n_samples": 84,
          "mse": 0.3091245824692921,
          "rmse": 0.5559897323416073,
          "mae": 0.4046506446335209,
          "r2": 0.3894844727418765
        },
        "delivery": {
          "n_samples": 60,
          "mse": 0.623471858388545,
          "rmse": 0.789602341934562,
          "mae": 0.4688382081680016,
          "r2": 0.17005089391015027
        },
        "toxic": {
          "n_samples": 61,
          "accuracy": 0.9344262295081968,
          "precision": 0.7142857142857143,
          "recall": 0.9655172413793103,
          "f1": 0.7821428571428571,
          "true_class_counts": [
            58,
            3
          ],
          "pred_class_counts": [
            54,
            7
          ],
          "confusion_matrix": [
            [
              54,
              4
            ],
            [
              0,
              3
            ]
          ]
        },
        "pdi": {
          "n_samples": 84,
          "accuracy": 0.6904761904761905,
          "precision": 0.6693363844393593,
          "recall": 0.717008797653959,
          "f1": 0.662962962962963,
          "true_class_counts": [
            62,
            22
          ],
          "pred_class_counts": [
            46,
            38
          ],
          "confusion_matrix": [
            [
              41,
              21
            ],
            [
              5,
              17
            ]
          ]
        },
        "ee": {
          "n_samples": 84,
          "accuracy": 0.6428571428571429,
          "precision": 0.5842305037957212,
          "recall": 0.6349206349206349,
          "f1": 0.5925185925185925,
          "true_class_counts": [
            12,
            21,
            51
          ],
          "pred_class_counts": [
            21,
            23,
            40
          ],
          "confusion_matrix": [
            [
              8,
              2,
              2
            ],
            [
              5,
              12,
              4
            ],
            [
              8,
              9,
              34
            ]
          ]
        },
        "biodist": {
          "n_samples": 60,
          "kl_divergence": 0.11799692057231032,
          "js_divergence": 0.029125166530752162
        }
      }
    },
    {
      "fold": 3,
      "test_metrics": {
        "size": {
          "n_samples": 83,
          "mse": 1.6732277890580922,
          "rmse": 1.2935330645399414,
          "mae": 0.5211672051452704,
          "r2": 0.05360960932568781
        },
        "delivery": {
          "n_samples": 59,
          "mse": 0.8527625246024666,
          "rmse": 0.9234514197306032,
          "mae": 0.5525073854104011,
          "r2": 0.17101350859831832
        },
        "toxic": {
          "n_samples": 60,
          "accuracy": 0.9333333333333333,
          "precision": 0.7142857142857143,
          "recall": 0.9649122807017544,
          "f1": 0.7818181818181817,
          "true_class_counts": [
            57,
            3
          ],
          "pred_class_counts": [
            53,
            7
          ],
          "confusion_matrix": [
            [
              53,
              4
            ],
            [
              0,
              3
            ]
          ]
        },
        "pdi": {
          "n_samples": 84,
          "accuracy": 0.7380952380952381,
          "precision": 0.6612903225806452,
          "recall": 0.6612903225806452,
          "f1": 0.6612903225806452,
          "true_class_counts": [
            62,
            22
          ],
          "pred_class_counts": [
            62,
            22
          ],
          "confusion_matrix": [
            [
              51,
              11
            ],
            [
              11,
              11
            ]
          ]
        },
        "ee": {
          "n_samples": 84,
          "accuracy": 0.6666666666666666,
          "precision": 0.5872039589961117,
          "recall": 0.6381096028154852,
          "f1": 0.5938808373590982,
          "true_class_counts": [
            13,
            20,
            51
          ],
          "pred_class_counts": [
            23,
            20,
            41
          ],
          "confusion_matrix": [
            [
              10,
              3,
              0
            ],
            [
              9,
              8,
              3
            ],
            [
              4,
              9,
              38
            ]
          ]
        },
        "biodist": {
          "n_samples": 60,
          "kl_divergence": 0.14886390502458902,
          "js_divergence": 0.03503301624445018
        }
      }
    },
    {
      "fold": 4,
      "test_metrics": {
        "size": {
          "n_samples": 84,
          "mse": 0.5439429374081691,
          "rmse": 0.7375248723996833,
          "mae": 0.41855190159962563,
          "r2": 0.2721367833807379
        },
        "delivery": {
          "n_samples": 58,
          "mse": 0.8807361070482976,
          "rmse": 0.9384754163260206,
          "mae": 0.4923390269539427,
          "r2": 0.14834272376574187
        },
        "toxic": {
          "n_samples": 59,
          "accuracy": 0.9661016949152542,
          "precision": 0.8,
          "recall": 0.9821428571428572,
          "f1": 0.865909090909091,
          "true_class_counts": [
            56,
            3
          ],
          "pred_class_counts": [
            54,
            5
          ],
          "confusion_matrix": [
            [
              54,
              2
            ],
            [
              0,
              3
            ]
          ]
        },
        "pdi": {
          "n_samples": 84,
          "accuracy": 0.6785714285714286,
          "precision": 0.6428571428571428,
          "recall": 0.6796187683284457,
          "f1": 0.6415362731152205,
          "true_class_counts": [
            62,
            22
          ],
          "pred_class_counts": [
            49,
            35
          ],
          "confusion_matrix": [
            [
              42,
              20
            ],
            [
              7,
              15
            ]
          ]
        },
        "ee": {
          "n_samples": 84,
          "accuracy": 0.6309523809523809,
          "precision": 0.5673525820584645,
          "recall": 0.6021367521367521,
          "f1": 0.5701075744179193,
          "true_class_counts": [
            12,
            20,
            52
          ],
          "pred_class_counts": [
            17,
            28,
            39
          ],
          "confusion_matrix": [
            [
              7,
              4,
              1
            ],
            [
              6,
              11,
              3
            ],
            [
              4,
              13,
              35
            ]
          ]
        },
        "biodist": {
          "n_samples": 58,
          "kl_divergence": 0.12072341813237816,
          "js_divergence": 0.029660750070876794
        }
      }
    }
  ],
  "summary_stats": {
    "size": {
      "mse_mean": 0.8359338407622309,
      "mse_std": 0.5671793909058501,
      "rmse_mean": 0.8600962833976535,
      "rmse_std": 0.3101100192637678,
      "mae_mean": 0.43462955168345657,
      "mae_std": 0.06006325295257579,
      "r2_mean": 0.19175642353368885,
      "r2_std": 0.12652560874612837
    },
    "delivery": {
      "mse_mean": 0.705992627981044,
      "mse_std": 0.1781763346919953,
      "rmse_mean": 0.8325341145975752,
      "rmse_std": 0.11348821970704938,
      "mae_mean": 0.4872301660211962,
      "mae_std": 0.048552308082167685,
      "r2_mean": 0.279413269364265,
      "r2_std": 0.14494172624677884
    },
    "toxic": {
      "accuracy_mean": 0.9500396342534485,
      "accuracy_std": 0.014290090778642328,
      "precision_mean": 0.7457142857142858,
      "precision_std": 0.03149343955006944,
      "recall_mean": 0.9737706334802525,
      "recall_std": 0.007575117962473199,
      "f1_mean": 0.8148343102325404,
      "f1_std": 0.031251364844790935
    },
    "pdi": {
      "accuracy_mean": 0.7095238095238094,
      "accuracy_std": 0.04677829215330594,
      "precision_mean": 0.6617886067101234,
      "precision_std": 0.05613216163532689,
      "recall_mean": 0.6929975545649333,
      "recall_std": 0.07132933119437145,
      "f1_mean": 0.6622063712409613,
      "f1_std": 0.05828494354685521
    },
    "ee": {
      "accuracy_mean": 0.6476190476190476,
      "accuracy_std": 0.0650309537321317,
      "precision_mean": 0.5896390409265941,
      "precision_std": 0.06762084933247267,
      "recall_mean": 0.62710979776526,
      "recall_std": 0.08398957802940274,
      "f1_mean": 0.5915169610662443,
      "f1_std": 0.07486808628755862
    },
    "biodist": {
      "kl_divergence_mean": 0.13306461138287579,
      "kl_divergence_std": 0.017822152356421223,
      "js_divergence_mean": 0.031413258472770295,
      "js_divergence_std": 0.003197698848519836
    }
  }
}