Model: jarredparrett/all-MiniLM-L6-v2_tuned_on_deepparse_address_mutations_comb_3
Author: jarredparrett
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:4517388, loss:ContrastiveLoss, en, dataset:jarredparrett/deepparse_address_mutations_comb_3, arxiv:1908.10084, base_model:sentence-transformers/all-MiniLM-L6-v2, base_model:finetune:sentence-transformers/all-MiniLM-L6-v2, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-MiniLM-L6-v2
Card metadata: language: en
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:4517388, loss:ContrastiveLoss
base_model: sentence-transformers/all-MiniLM-L6-v2
widget: source_sentence: 640 prt ashley floor 10 chula vista california 91913
sentences: 10523 howard parks apartment 8 cockseysville md 21030, 640 prt ashley floor 10 East Gregory PW 91913, trailwoods radial loveland oh 4514, source_sentence: 9036 taylorsville road louisville ky 40299-1750
sentences: 16331 northwest gearin junctn floor num 6 apt # 4 f tigard or 97223-2808, 19 Brian Key walk voorhees township n. j. 08026, 9036 taylorsville boulevard louisville 40299-175, source_sentence: 11 simek ln middletown township n j 07758
sentences: 248 strawberry meadows place apt 1 springdale 72764-3759, 11 Daniel Drive knl middletown township MT 41761, 1135 s westgate ave Mileshaven ca 90049, source_sentence: so west prospect street aloha or 97078
sentences: 1300 Brittney Club plains lot # b new york cty NY 10459, 527 Nicole Springs bypas rupert CA 05776, so wdest prospect street aloha 97078, source_sentence: 8234 harvest bend lane laurel md 20707
sentences: 8234 harvest bend lane laurel md, 8702 wahl crse basement santee ca 92071, 310 ella street Jamesborough ne 68310
datasets: jarredparrett/deepparse_address_mutations_comb_3
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy, cosine_accuracy_threshold, cosine_f1, cosine_f1_threshold, cosine_precision, cosine_recall, cosine_ap, dot_accuracy, dot_accuracy_threshold, dot_f1, dot_f1_threshold, dot_precision, dot_recall, dot_ap, manhattan_accuracy, manhattan_accuracy_threshold, manhattan_f1, manhattan_f1_threshold, manhattan_precision, manhattan_recall, manhattan_ap, euclidean_accuracy, euclidean_accuracy_threshold, euclidean_f1, euclidean_f1_threshold, euclidean_precision, euclidean_recall, euclidean_ap, max_accuracy, max_accuracy_threshold, max_f1, max_f1_threshold, max_precision, max_recall, max_ap
model-index: name: SentenceTransformer based on sentence-transformers/all-MiniLM-L6-v2
results: task: type: binary-classification
name: Binary Classification
dataset: name: jarredparrett/deepparse address mutations comb 3
type: jarredparrett/deepparse_address_mutations_comb_3
metrics: type: cosine_accuracy
value: 0.9770643339132159
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.7712496519088745
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.9784053285401372
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.7712496519088745
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.960100255219399
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.9974219699718995
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.9864940067102314
name: Cosine Ap
verified: no, type: dot_accuracy
value: 0.9770643339132159
name: Dot Accuracy
verified: no, type: dot_accuracy_threshold
value: 0.7712496519088745
name: Dot Accuracy Threshold
verified: no, type: dot_f1
value: 0.9784053285401372
name: Dot F1
verified: no, type: dot_f1_threshold
value: 0.7712496519088745
name: Dot F1 Threshold
verified: no, type: dot_precision
value: 0.960100255219399
name: Dot Precision
verified: no, type: dot_recall
value: 0.9974219699718995
name: Dot Recall
verified: no, type: dot_ap
value: 0.986499063941509
name: Dot Ap
verified: no, type: manhattan_accuracy
value: 0.9770395408321384
name: Manhattan Accuracy
verified: no, type: manhattan_accuracy_threshold
value: 10.601512908935547
name: Manhattan Accuracy Threshold
verified: no, type: manhattan_f1
value: 0.978383036334317
name: Manhattan F1
verified: no, type: manhattan_f1_threshold
value: 10.611783027648926
name: Manhattan F1 Threshold
verified: no, type: manhattan_precision
value: 0.9600334406666756
name: Manhattan Precision
verified: no, type: manhattan_recall
value: 0.9974477502721805
name: Manhattan Recall
verified: no, type: manhattan_ap
value: 0.9865423177462433
name: Manhattan Ap
verified: no, type: euclidean_accuracy
value: 0.9770643339132159
name: Euclidean Accuracy
verified: no, type: euclidean_accuracy_threshold
value: 0.6763879060745239
name: Euclidean Accuracy Threshold
verified: no, type: euclidean_f1
value: 0.9784053285401372
name: Euclidean F1
verified: no, type: euclidean_f1_threshold
value: 0.6763879060745239
name: Euclidean F1 Threshold
verified: no, type: euclidean_precision
value: 0.960100255219399
name: Euclidean Precision
verified: no, type: euclidean_recall
value: 0.9974219699718995
name: Euclidean Recall
verified: no, type: euclidean_ap
value: 0.9865515796011742
name: Euclidean Ap
verified: no, type: max_accuracy
value: 0.9770643339132159
name: Max Accuracy
verified: no, type: max_accuracy_threshold
value: 10.601512908935547
name: Max Accuracy Threshold
verified: no, type: max_f1
value: 0.9784053285401372
name: Max F1
verified: no, type: max_f1_threshold
value: 10.611783027648926
name: Max F1 Threshold
verified: no, type: max_precision
value: 0.960100255219399
name: Max Precision
verified: no, type: max_recall
value: 0.9974477502721805
name: Max Recall
verified: no, type: max_ap
value: 0.9865515796011742
name: Max Ap
verified: no, type: cosine_accuracy
value: 0.9770612347780813
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.7710819244384766
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.9783854448042815
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.7710819244384766
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.9600473761629129
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.9974377142267394
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.9865423807819248
name: Cosine Ap
verified: no, type: dot_accuracy
value: 0.9770612347780813
name: Dot Accuracy
verified: no, type: dot_accuracy_threshold
value: 0.7710819244384766
name: Dot Accuracy Threshold
verified: no, type: dot_f1
value: 0.9783854448042815
name: Dot F1
verified: no, type: dot_f1_threshold
value: 0.7710819244384766
name: Dot F1 Threshold
verified: no, type: dot_precision
value: 0.9600473761629129
name: Dot Precision
verified: no, type: dot_recall
value: 0.9974377142267394
name: Dot Recall
verified: no, type: dot_ap
value: 0.9865613743522202
name: Dot Ap
verified: no, type: manhattan_accuracy
value: 0.9770395408321384
name: Manhattan Accuracy
verified: no, type: manhattan_accuracy_threshold
value: 10.510114669799805
name: Manhattan Accuracy Threshold
verified: no, type: manhattan_f1
value: 0.9783637843035726
name: Manhattan F1
verified: no, type: manhattan_f1_threshold
value: 10.637184143066406
name: Manhattan F1 Threshold
verified: no, type: manhattan_precision
value: 0.9599119169895931
name: Manhattan Precision
verified: no, type: manhattan_recall
value: 0.9975389354307954
name: Manhattan Recall
verified: no, type: manhattan_ap
value: 0.9865931109650937
name: Manhattan Ap
verified: no, type: euclidean_accuracy
value: 0.9770612347780813
name: Euclidean Accuracy
verified: no, type: euclidean_accuracy_threshold
value: 0.6766358613967896
name: Euclidean Accuracy Threshold
verified: no, type: euclidean_f1
value: 0.9783854448042815
name: Euclidean F1
verified: no, type: euclidean_f1_threshold
value: 0.6766358613967896
name: Euclidean F1 Threshold
verified: no, type: euclidean_precision
value: 0.9600473761629129
name: Euclidean Precision
verified: no, type: euclidean_recall
value: 0.9974377142267394
name: Euclidean Recall
verified: no, type: euclidean_ap
value: 0.9866061739963429
name: Euclidean Ap
verified: no, type: max_accuracy
value: 0.9770612347780813
name: Max Accuracy
verified: no, type: max_accuracy_threshold
value: 10.510114669799805
name: Max Accuracy Threshold
verified: no, type: max_f1
value: 0.9783854448042815
name: Max F1
verified: no, type: max_f1_threshold
value: 10.637184143066406
name: Max F1 Threshold
verified: no, type: max_precision
value: 0.9600473761629129
name: Max Precision
verified: no, type: max_recall
value: 0.9975389354307954
name: Max Recall
verified: no, type: max_ap
value: 0.9866061739963429
name: Max Ap
verified: no
Likes: 0 | All-time downloads: 321
Created: 2024-12-12 21:39:16