)]}'
{
  "log": [
    {
      "commit": "4c8b96fb8b7c0a268702dbb300a6df228cd2aeb9",
      "tree": "e190fe908cb0eeeb927f7e480c25151f16178b6c",
      "parents": [
        "aced2701f7e6b60e6f8beaf0c0d2722d415c5738"
      ],
      "author": {
        "name": "Marc Kupietz",
        "email": "kupietz@ids-mannheim.de",
        "time": "Sat Feb 20 10:34:57 2021 +0100"
      },
      "committer": {
        "name": "Marc Kupietz",
        "email": "kupietz@ids-mannheim.de",
        "time": "Sat Feb 20 10:34:57 2021 +0100"
      },
      "message": "Add project file to ease RStudio-git integration\n\nChange-Id: I5ba3938e4226193cfb761f2b75053a9885f1393e\n"
    },
    {
      "commit": "aced2701f7e6b60e6f8beaf0c0d2722d415c5738",
      "tree": "634f0623a8395ac66c4bd667cead0a2dbf0e0656",
      "parents": [
        "7049c74fbd0f44a268042de70b658c6e373c0a6e"
      ],
      "author": {
        "name": "Marc Kupietz",
        "email": "kupietz@ids-mannheim.de",
        "time": "Fri Feb 19 19:09:29 2021 +0100"
      },
      "committer": {
        "name": "Marc Kupietz",
        "email": "kupietz@ids-mannheim.de",
        "time": "Fri Feb 19 19:09:54 2021 +0100"
      },
      "message": "Fix syfeatures -\u003e syfeaturenames\n\nChange-Id: Icbc1f6deee51ce7d071e81a9c55897b480ef3f18\n"
    },
    {
      "commit": "7049c74fbd0f44a268042de70b658c6e373c0a6e",
      "tree": "5f72840d727e19faae2f6159a17f789b6dc788d8",
      "parents": [
        "0932a78973020f0ef6b7e0c8003e6ee945c3421a"
      ],
      "author": {
        "name": "Marc Kupietz",
        "email": "kupietz@ids-mannheim.de",
        "time": "Fri Feb 19 17:42:06 2021 +0100"
      },
      "committer": {
        "name": "Marc Kupietz",
        "email": "kupietz@ids-mannheim.de",
        "time": "Fri Feb 19 17:45:26 2021 +0100"
      },
      "message": "Improve Sensitiviy with SMOTE\n\nE.g.:\n\nConfusion Matrix and Statistics\n\n         observed\npredicted    0    1\n        0 2055    7\n        1  246   74\n\n               Accuracy : 0.8938\n                 95% CI : (0.8807, 0.9059)\n    No Information Rate : 0.966\n    P-Value [Acc \u003e NIR] : 1\n\n                  Kappa : 0.3329\n\n Mcnemar\u0027s Test P-Value : \u003c2e-16\n\n            Sensitivity : 0.91358\n            Specificity : 0.89309\n         Pos Pred Value : 0.23125\n         Neg Pred Value : 0.99661\n             Prevalence : 0.03401\n         Detection Rate : 0.03107\n   Detection Prevalence : 0.13434\n      Balanced Accuracy : 0.90334\n\n       \u0027Positive\u0027 Class : 1\n\nChange-Id: Ibf6457af340b0ca7a4e814f2d77927515a142ee0\n"
    },
    {
      "commit": "0932a78973020f0ef6b7e0c8003e6ee945c3421a",
      "tree": "5afae9e0cb514c5f9879645a380c13fbfffb21f8",
      "parents": [
        "631800fd48e5bf503b4df8673a7cf7e07d91b6c1"
      ],
      "author": {
        "name": "Marc Kupietz",
        "email": "kupietz@ids-mannheim.de",
        "time": "Fri Feb 19 17:39:47 2021 +0100"
      },
      "committer": {
        "name": "Marc Kupietz",
        "email": "kupietz@ids-mannheim.de",
        "time": "Fri Feb 19 17:40:33 2021 +0100"
      },
      "message": "Fix input for caret::confusionMatrix\n\nSensitivity, Specificity, ... are nor correctly computed.\nSee examples in ?caret::confusionMatrix\n\nOutput with SMOTE:\n\nprint(conf)\nConfusion Matrix and Statistics\n\n         observed\npredicted    0    1\n        0 2238   15\n        1   81   48\n\n               Accuracy : 0.9597\n                 95% CI : (0.951, 0.9672)\n    No Information Rate : 0.9736\n    P-Value [Acc \u003e NIR] : 1\n\n                  Kappa : 0.4816\n\n Mcnemar\u0027s Test P-Value : 3.266e-11\n\n            Sensitivity : 0.76190\n            Specificity : 0.96507\n         Pos Pred Value : 0.37209\n         Neg Pred Value : 0.99334\n             Prevalence : 0.02645\n         Detection Rate : 0.02015\n   Detection Prevalence : 0.05416\n      Balanced Accuracy : 0.86349\n\n       \u0027Positive\u0027 Class : 1\n\nChange-Id: I7009c6b3a1e81f4f912ce13cbbde825abc490ee7\n"
    },
    {
      "commit": "631800fd48e5bf503b4df8673a7cf7e07d91b6c1",
      "tree": "4d4da95d18d4d9b4ff6b03821322355a87494390",
      "parents": [
        "c3bf350778e60d0bd9af8a5a1b5717db1417ac41"
      ],
      "author": {
        "name": "Marc Kupietz",
        "email": "kupietz@ids-mannheim.de",
        "time": "Fri Feb 19 17:27:26 2021 +0100"
      },
      "committer": {
        "name": "Marc Kupietz",
        "email": "kupietz@ids-mannheim.de",
        "time": "Fri Feb 19 17:27:26 2021 +0100"
      },
      "message": "Fully remove incomplete idioms from data\n\nChange-Id: I6bbad3d66b012d6e904d151903bdb860df69bc62\n"
    },
    {
      "commit": "c3bf350778e60d0bd9af8a5a1b5717db1417ac41",
      "tree": "713ef67ca1f7c6b693c867d1d83a373b4980aec8",
      "parents": [],
      "author": {
        "name": "Marc Kupietz",
        "email": "kupietz@ids-mannheim.de",
        "time": "Fri Feb 19 17:18:57 2021 +0100"
      },
      "committer": {
        "name": "Marc Kupietz",
        "email": "kupietz@ids-mannheim.de",
        "time": "Fri Feb 19 17:24:50 2021 +0100"
      },
      "message": "Initial import\n\nChange-Id: Ib2955c648c8e25bd1f35b51422049439dca15e89\n"
    }
  ]
}