LLM_Assignment1-adapters / A1 /validation_metrics.json
Pritosh1's picture
Add Part A sweep adapters: A1, A2, A3, A4, A5, A6
80f7fe6 verified
Raw History Blame Contribute Delete
3.54 kB
{
"system": "finetuned",
"adapter": "adapters/A1",
"test_set": "partA_validation",
"n": 2000,
"exact": {
"micro_p": 0.8951859603928514,
"micro_r": 0.8923842388251344,
"micro_f1": 0.8937829039906764,
"macro_p": 0.8897972520503108,
"macro_r": 0.8801378616349325,
"macro_f1": 0.8843144552661195,
"tp": 11120,
"fp": 1302,
"fn": 1341
},
"overlap_iou50": {
"micro_p": 0.9029946868459185,
"micro_r": 0.9001685258004976,
"micro_f1": 0.9015793915524656,
"macro_p": 0.8984024281965688,
"macro_r": 0.8885924481532385,
"macro_f1": 0.8928389722540698,
"tp": 11217,
"fp": 1205,
"fn": 1244
},
"per_class": {
"TIME": {
"p": 0.9418493803622497,
"r": 0.9564375605033882,
"f1": 0.9490874159462056,
"support": 1033,
"exact_p": 0.9294566253574833,
"exact_r": 0.9438528557599225,
"exact_f1": 0.9365994236311239
},
"USERNAME": {
"p": 0.8879781420765027,
"r": 0.9325681492109039,
"f1": 0.9097270818754374,
"support": 697,
"exact_p": 0.8866120218579235,
"exact_r": 0.9311334289813487,
"exact_f1": 0.9083275017494753
},
"EMAIL": {
"p": 0.965625,
"r": 0.9626168224299065,
"f1": 0.9641185647425897,
"support": 642,
"exact_p": 0.959375,
"exact_r": 0.956386292834891,
"exact_f1": 0.9578783151326054
},
"SOCIALNUMBER": {
"p": 0.8661290322580645,
"r": 0.8979933110367893,
"f1": 0.8817733990147782,
"support": 598,
"exact_p": 0.8580645161290322,
"exact_r": 0.8896321070234113,
"exact_f1": 0.8735632183908046
},
"IDCARD": {
"p": 0.7813884785819794,
"r": 0.7837037037037037,
"f1": 0.7825443786982249,
"support": 675,
"exact_p": 0.7813884785819794,
"exact_r": 0.7837037037037037,
"exact_f1": 0.7825443786982249
},
"LASTNAME1": {
"p": 0.8286713286713286,
"r": 0.8419182948490231,
"f1": 0.8352422907488986,
"support": 563,
"exact_p": 0.8181818181818182,
"exact_r": 0.8312611012433393,
"exact_f1": 0.8246696035242291
},
"PASSPORT": {
"p": 0.7541528239202658,
"r": 0.8330275229357799,
"f1": 0.7916303400174368,
"support": 545,
"exact_p": 0.7524916943521595,
"exact_r": 0.8311926605504587,
"exact_f1": 0.7898866608544027
},
"DRIVERLICENSE": {
"p": 0.90625,
"r": 0.7746243739565943,
"f1": 0.8352835283528353,
"support": 599,
"exact_p": 0.900390625,
"exact_r": 0.7696160267111853,
"exact_f1": 0.8298829882988299
},
"BOD": {
"p": 0.9589552238805971,
"r": 0.936247723132969,
"f1": 0.9474654377880185,
"support": 549,
"exact_p": 0.9477611940298507,
"exact_r": 0.9253187613843351,
"exact_f1": 0.936405529953917
},
"IP": {
"p": 0.9768339768339769,
"r": 0.9768339768339769,
"f1": 0.9768339768339768,
"support": 518,
"exact_p": 0.9768339768339769,
"exact_r": 0.9768339768339769,
"exact_f1": 0.9768339768339768
}
},
"leak_rate": 0.04734772490169328,
"aligned_leak_rate": 0.01845758767354145,
"over_masking_rate": 0.0052902763618328606,
"well_formed_rate": 0.9645,
"counts": {
"gold_values": 12461,
"leaked_gold_values": 590,
"aligned_leaked_gold_occurrences": 230,
"non_pii_characters": 725860,
"changed_non_pii_characters": 3840,
"well_formed_outputs": 1929
}
}