ALLCAPS / eval /cv_summary.json
AlirezaT99's picture
Upload folder using huggingface_hub
53f9a35 verified
Raw History Blame Contribute Delete
1.59 kB
{
"k_folds": 5,
"per_fold": [
{
"fold": 1,
"epoch": 73,
"val_loss": 0.1958601631325864,
"cbl_accuracy": 0.9985405720957384,
"serotype_accuracy": 0.9516958841463414,
"genogroup_accuracy": 0.026060438037149986,
"n_train": 95927,
"n_val": 23982
},
{
"fold": 2,
"epoch": 99,
"val_loss": 0.18515125405794722,
"cbl_accuracy": 0.999666416479026,
"serotype_accuracy": 0.9570271557884708,
"genogroup_accuracy": 0.0012937806117734037,
"n_train": 95927,
"n_val": 23982
},
{
"fold": 3,
"epoch": 59,
"val_loss": 0.21734723173435766,
"cbl_accuracy": 0.9990409473771996,
"serotype_accuracy": 0.9476843910806175,
"genogroup_accuracy": 0.0088724584103512,
"n_train": 95927,
"n_val": 23982
},
{
"fold": 4,
"epoch": 84,
"val_loss": 0.1969614568640688,
"cbl_accuracy": 0.9990409473771996,
"serotype_accuracy": 0.9541642843529636,
"genogroup_accuracy": 0.0012939001848428836,
"n_train": 95927,
"n_val": 23982
},
{
"fold": 5,
"epoch": 74,
"val_loss": 0.19845747878529668,
"cbl_accuracy": 0.9989158083482758,
"serotype_accuracy": 0.9494997617913292,
"genogroup_accuracy": 0.0016635859519408503,
"n_train": 95928,
"n_val": 23981
}
],
"mean_serotype_accuracy": 0.9520142954319445,
"std_serotype_accuracy": 0.0033143191814538043,
"mean_genogroup_accuracy": 0.007836832639211665,
"mean_cbl_accuracy": 0.999040938335488
}