not-hotdog / eval.json
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{
"model": "int8",
"params": 136416,
"val": {
"n": 3369,
"positives": 263,
"accuracy": 0.9533986346096764,
"majority_baseline": 0.9219352923716236,
"balanced_accuracy": 0.7972298188958449,
"precision": 0.7453703703703703,
"recall": 0.6121673003802282,
"specificity": 0.9822923374114617,
"f1": 0.6722338204592903,
"tp": 161,
"fp": 55,
"tn": 3051,
"fn": 102
},
"test": {
"n": 3415,
"positives": 253,
"accuracy": 0.9478770131771596,
"majority_baseline": 0.9259150805270864,
"balanced_accuracy": 0.7918557324753184,
"precision": 0.6609442060085837,
"recall": 0.6086956521739131,
"specificity": 0.9750158127767236,
"f1": 0.6337448559670783,
"tp": 154,
"fp": 79,
"tn": 3083,
"fn": 99
},
"hard": {
"n": 150,
"positives": 14,
"accuracy": 0.8133333333333334,
"majority_baseline": 0.9066666666666666,
"balanced_accuracy": 0.5446428571428571,
"precision": 0.15,
"recall": 0.21428571428571427,
"specificity": 0.875,
"f1": 0.1764705882352941,
"tp": 3,
"fp": 17,
"tn": 119,
"fn": 11,
"per_class": {
"bratwurst": {
"correct": 34,
"n": 40,
"accuracy": 0.85
},
"chili_dog": {
"correct": 3,
"n": 12,
"accuracy": 0.25
},
"corn_dog": {
"correct": 8,
"n": 10,
"accuracy": 0.8
},
"dachshund": {
"correct": 40,
"n": 40,
"accuracy": 1.0
},
"hot_dog_bun": {
"correct": 31,
"n": 40,
"accuracy": 0.775
},
"hot_dog_wild": {
"correct": 0,
"n": 2,
"accuracy": 0.0
},
"sausage_roll": {
"correct": 6,
"n": 6,
"accuracy": 1.0
}
}
}
}