omni-dna-hgt-lora-step1500 / eval_history.json
Nhoodie's picture
Upload eval_history.json with huggingface_hub
85f8fd0 verified
Raw
History Blame Contribute Delete
6.02 kB
[
{
"auc": 0.6145759830649816,
"ap": 0.5902555297447349,
"f1": 0.6967340590979783,
"accuracy": 0.61,
"mean_prob_positive": 0.5601561374923228,
"mean_prob_negative": 0.4560254308260085,
"step": 100,
"epoch": 0.2861230329041488
},
{
"auc": 0.7619796010007055,
"ap": 0.7237156957531532,
"f1": 0.73992673992674,
"accuracy": 0.716,
"mean_prob_positive": 0.58214327613361,
"mean_prob_negative": 0.3942367229454157,
"step": 200,
"epoch": 0.5722460658082976
},
{
"auc": 0.8100583744948361,
"ap": 0.8122577038118806,
"f1": 0.7068965517241379,
"accuracy": 0.728,
"mean_prob_positive": 0.5167261919589671,
"mean_prob_negative": 0.3083693127680038,
"step": 300,
"epoch": 0.8583690987124464
},
{
"auc": 0.8244034254923344,
"ap": 0.8112823182088662,
"f1": 0.7172131147540983,
"accuracy": 0.724,
"mean_prob_positive": 0.585556247392456,
"mean_prob_negative": 0.3220231933088801,
"step": 400,
"epoch": 1.1430615164520743
},
{
"auc": 0.8358858810699853,
"ap": 0.8259981737308646,
"f1": 0.6844444444444444,
"accuracy": 0.716,
"mean_prob_positive": 0.5876254231850296,
"mean_prob_negative": 0.23399309694895154,
"step": 500,
"epoch": 1.4291845493562232
},
{
"auc": 0.8380909615754698,
"ap": 0.8127778892705799,
"f1": 0.669683257918552,
"accuracy": 0.708,
"mean_prob_positive": 0.5375983535333444,
"mean_prob_negative": 0.24114748515079126,
"step": 600,
"epoch": 1.715307582260372
},
{
"auc": 0.816633523638463,
"ap": 0.7743714922180663,
"f1": 0.5853658536585366,
"accuracy": 0.66,
"mean_prob_positive": 0.49448321970492487,
"mean_prob_negative": 0.25419740847889954,
"step": 700,
"epoch": 2.0
},
{
"auc": 0.8015427545063827,
"ap": 0.7602276347051291,
"f1": 0.3592814371257485,
"accuracy": 0.572,
"mean_prob_positive": 0.35635681421929644,
"mean_prob_negative": 0.15956963288222104,
"step": 800,
"epoch": 2.2861230329041486
},
{
"auc": 0.8224148438001155,
"ap": 0.7904850608480293,
"f1": 0.744466800804829,
"accuracy": 0.746,
"mean_prob_positive": 0.6196542127797281,
"mean_prob_negative": 0.26151298847198173,
"step": 900,
"epoch": 2.5722460658082977
},
{
"auc": 0.8213243312592212,
"ap": 0.8118126493576696,
"f1": 0.5406824146981627,
"accuracy": 0.65,
"mean_prob_positive": 0.4453116816020649,
"mean_prob_negative": 0.19389295279969923,
"step": 1000,
"epoch": 2.8583690987124464
},
{
"auc": 0.8227195458336005,
"ap": 0.8017713849403295,
"f1": 0.7,
"accuracy": 0.724,
"mean_prob_positive": 0.5625150372942497,
"mean_prob_negative": 0.25765052973732994,
"step": 1100,
"epoch": 3.1430615164520743
},
{
"auc": 0.7214221566489192,
"ap": 0.7070181752546457,
"f1": 0.39325842696629215,
"accuracy": 0.568,
"mean_prob_positive": 0.3836842235604315,
"mean_prob_negative": 0.2197507916820801,
"step": 1200,
"epoch": 3.429184549356223
},
{
"auc": 0.8735967669510553,
"ap": 0.873472596005153,
"f1": 0.6857142857142857,
"accuracy": 0.736,
"mean_prob_positive": 0.5563632747974204,
"mean_prob_negative": 0.14696076288461934,
"step": 1300,
"epoch": 3.715307582260372
},
{
"auc": 0.8267448200654308,
"ap": 0.8095625414108641,
"f1": 0.7700934579439253,
"accuracy": 0.754,
"mean_prob_positive": 0.6489561643799809,
"mean_prob_negative": 0.3099392444859129,
"step": 1400,
"epoch": 4.0
},
{
"auc": 0.8388928090320097,
"ap": 0.8289837089640647,
"f1": 0.779467680608365,
"accuracy": 0.768,
"mean_prob_positive": 0.6827612090056037,
"mean_prob_negative": 0.28666591405464503,
"step": 1500,
"epoch": 4.286123032904149
},
{
"auc": 0.8048303290781962,
"ap": 0.7796650401278834,
"f1": 0.5260416666666666,
"accuracy": 0.636,
"mean_prob_positive": 0.44848456183574625,
"mean_prob_negative": 0.1491374759598635,
"step": 1600,
"epoch": 4.572246065808297
},
{
"auc": 0.7646256976072872,
"ap": 0.7415473876999332,
"f1": 0.44505494505494503,
"accuracy": 0.596,
"mean_prob_positive": 0.385343628061068,
"mean_prob_negative": 0.1763201656120283,
"step": 1700,
"epoch": 4.858369098712446
},
{
"auc": 0.7947751619731862,
"ap": 0.7844774383150294,
"f1": 0.4069767441860465,
"accuracy": 0.592,
"mean_prob_positive": 0.3092796237999751,
"mean_prob_negative": 0.09319864060148766,
"step": 1800,
"epoch": 5.143061516452074
},
{
"auc": 0.8115498107640002,
"ap": 0.8139702472105608,
"f1": 0.5714285714285714,
"accuracy": 0.658,
"mean_prob_positive": 0.44718729363526005,
"mean_prob_negative": 0.11861504517560015,
"step": 1900,
"epoch": 5.429184549356223
},
{
"auc": 0.7919686958752966,
"ap": 0.7711704661546527,
"f1": 0.5167958656330749,
"accuracy": 0.626,
"mean_prob_positive": 0.4271577651655117,
"mean_prob_negative": 0.1576517713172568,
"step": 2000,
"epoch": 5.715307582260372
},
{
"auc": 0.7985438450189237,
"ap": 0.7848202861357889,
"f1": 0.5527638190954773,
"accuracy": 0.644,
"mean_prob_positive": 0.44003878236736726,
"mean_prob_negative": 0.14807488104236677,
"step": 2100,
"epoch": 6.0
},
{
"auc": 0.73551863493489,
"ap": 0.7131686661407985,
"f1": 0.3630952380952381,
"accuracy": 0.572,
"mean_prob_positive": 0.26233296243043774,
"mean_prob_negative": 0.10772558339293319,
"step": 2200,
"epoch": 6.286123032904149
},
{
"auc": 0.7688594521778178,
"ap": 0.7414755608864654,
"f1": 0.3872832369942196,
"accuracy": 0.576,
"mean_prob_positive": 0.26604827848290413,
"mean_prob_negative": 0.07587866770580211,
"step": 2300,
"epoch": 6.572246065808297
}
]