{
 "data": {
  "file": "rice.csv",
  "sha256": "ac5b63d257bab6bf013453f29b99285baa664038d1023c02033135f6e320eaec",
  "rows": 3810,
  "source": "UCI Rice (Cammeo and Osmancik), CC BY 4.0, doi:10.24432/C5MW4Z"
 },
 "split": {
  "salt": "rice-split-v1",
  "method": "sha256(salt:raw feature text)",
  "counts": {
   "training": {
    "Cammeo": 1156,
    "Osmancik": 1508
   },
   "validation": {
    "Cammeo": 248,
    "Osmancik": 342
   },
   "test": {
    "Cammeo": 226,
    "Osmancik": 330
   }
  }
 },
 "settings": {
  "learning_rate": 0.5,
  "epochs": 200,
  "positive_class": "Cammeo",
  "scaler_fitted_on": "training"
 },
 "scaler": {
  "mean": [
   12687.9501,
   454.8323,
   189.0682,
   86.3201,
   0.8872,
   12974.4981,
   0.6617
  ],
  "std": [
   1741.9744,
   35.8326,
   17.565,
   5.7355,
   0.0208,
   1787.521,
   0.077
  ]
 },
 "model": {
  "weights": [
   0.7939,
   1.0641,
   1.2289,
   -0.0949,
   1.3097,
   0.8908,
   0.0971
  ],
  "bias": -0.7315,
  "loss_first_epoch": 0.6931,
  "loss_last_epoch": 0.185
 },
 "majority_class": "Osmancik",
 "reproducibility": {
  "reversed_order": {
   "seeded_shuffle": 1764,
   "hash_split": 0
  },
  "sorted_by_area": {
   "seeded_shuffle": 1764,
   "hash_split": 0
  },
  "added_rows": {
   "new_rows": 100,
   "appended_seeded_shuffle": 288,
   "appended_hash_split": 0,
   "listed_first_seeded_shuffle": 1691,
   "listed_first_hash_split": 0
  },
  "salt_changed": {
   "salt": "rice-split-v2",
   "rows": 3810,
   "kept_split": 2060,
   "expected_share_kept": 0.535
  }
 },
 "validation": {
  "majority": {
   "rows": 590,
   "correct": 342,
   "accuracy": 0.5797,
   "recall": {
    "Cammeo": 0.0,
    "Osmancik": 1.0
   },
   "confusion": {
    "Cammeo": {
     "Cammeo": 0,
     "Osmancik": 248
    },
    "Osmancik": {
     "Cammeo": 0,
     "Osmancik": 342
    }
   }
  },
  "logistic": {
   "rows": 590,
   "correct": 547,
   "accuracy": 0.9271,
   "recall": {
    "Cammeo": 0.8992,
    "Osmancik": 0.9474
   },
   "confusion": {
    "Cammeo": {
     "Cammeo": 223,
     "Osmancik": 25
    },
    "Osmancik": {
     "Cammeo": 18,
     "Osmancik": 324
    }
   }
  }
 },
 "test": {
  "majority": {
   "rows": 556,
   "correct": 330,
   "accuracy": 0.5935,
   "recall": {
    "Cammeo": 0.0,
    "Osmancik": 1.0
   },
   "confusion": {
    "Cammeo": {
     "Cammeo": 0,
     "Osmancik": 226
    },
    "Osmancik": {
     "Cammeo": 0,
     "Osmancik": 330
    }
   }
  },
  "logistic": {
   "rows": 556,
   "correct": 517,
   "accuracy": 0.9299,
   "recall": {
    "Cammeo": 0.9248,
    "Osmancik": 0.9333
   },
   "confusion": {
    "Cammeo": {
     "Cammeo": 209,
     "Osmancik": 17
    },
    "Osmancik": {
     "Cammeo": 22,
     "Osmancik": 308
    }
   },
   "standard_error": 0.0108
  }
 }
}
