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version,timestamp,base_model,train_size,test_size,full_train_size,batch_size,num_epochs,sample_size,sampling_strategy,test_split,num_iterations,f1_micro,f1_macro,f1_samples,accuracy,hamming_loss,trigger_precision,trigger_recall,trigger_f1,trigger_support,casualty_precision,casualty_recall,casualty_f1,casualty_support,weapon_precision,weapon_recall,weapon_f1,weapon_support,model_repo,dataset_repo,dataset_version,notes,training_type,n_trials,search_sample_size,search_models,best_hyperparameters |
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v1.0,2025-11-27T05:17:07.315790,BAAI/bge-small-en-v1.5,1200,519,2937.0,64,1,1200.0,undersampling,0.15,,0.8840262582056893,0.814339237800923,0.7157996146435452,0.8516377649325626,0.0680796403339756,0.914285714285192,0.9248554913289452,0.9195402298345308,173,0.9033613445374356,0.9227467811154838,0.9129511676778558,233,0.6744186046495944,0.5576923076912352,0.6105263157386371,52,baobabtech/water-conflict-classifier,baobabtech/water-conflict-training-data,,,,,,, |
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v1.0,2025-11-27T19:20:51.778713,sentence-transformers/all-MiniLM-L6-v2,1200,519,2937.0,64,1,1200.0,undersampling,0.15,,0.8730853391684902,0.7856779474321325,0.7039177906229929,0.838150289017341,0.0745022479126525,0.8914285714280621,0.9017341040457216,0.8965517240874176,173,0.8835341365458299,0.9442060085832858,0.9128630704890954,233,0.7187499999977539,0.4423076923068417,0.5476190475705782,52,baobabtech/water-conflict-classifier-minilm,baobabtech/water-conflict-training-data,,,,,,, |
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v1.0,2025-11-27T20:28:51.973089,BAAI/bge-small-en-v1.5,1200,519,2937.0,64,1,1200.0,undersampling,0.15,,0.8840262582056893,0.814339237800923,0.7157996146435452,0.8516377649325626,0.0680796403339756,0.914285714285192,0.9248554913289452,0.9195402298345308,173,0.9033613445374356,0.9227467811154838,0.9129511676778558,233,0.6744186046495944,0.5576923076912352,0.6105263157386371,52,baobabtech/water-conflict-classifier,baobabtech/water-conflict-training-data,,,,,,, |
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v1.0,2025-11-27T20:53:26.770653,BAAI/bge-small-en-v1.5,1200,519,2937.0,64,1,1200.0,undersampling,0.15,,0.8840262582056893,0.814339237800923,0.7157996146435452,0.8516377649325626,0.0680796403339756,0.914285714285192,0.9248554913289452,0.9195402298345308,173,0.9033613445374356,0.9227467811154838,0.9129511676778558,233,0.6744186046495944,0.5576923076912352,0.6105263157386371,52,baobabtech/water-conflict-classifier,,,,,,,, |
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v1.1,2025-11-27T21:03:58.453990,BAAI/bge-small-en-v1.5,1200,519,2937.0,64,1,1200.0,undersampling,0.15,,0.8840262582056893,0.814339237800923,0.7157996146435452,0.8516377649325626,0.0680796403339756,0.914285714285192,0.9248554913289452,0.9195402298345308,173,0.9033613445374356,0.9227467811154838,0.9129511676778558,233,0.6744186046495944,0.5576923076912352,0.6105263157386371,52,baobabtech/water-conflict-classifier,,,,,,,, |
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v1.2,2025-11-30T00:15:31.781887,BAAI/bge-small-en-v1.5,1200,519,,64,1,,undersampling,,20.0,0.8787234042553191,0.8094028324492625,0.716441875401413,0.838150289017341,0.0732177263969171,0.9195402298845292,0.9248554913289452,0.9221902016785756,173,0.9194915254233392,0.9313304721026048,0.9253731342779656,233,0.4999999999993055,0.6923076923063609,0.5806451612406867,52,baobabtech/water-conflict-classifier,,,,,,,, |
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v2.0,2025-11-30T00:32:52.657728,BAAI/bge-small-en-v1.5,1200,519,,64,1,,undersampling,,20.0,0.8623265741728922,0.8141762531027655,0.7048169556840076,0.8169556840077071,0.0828516377649325,0.8888888888883691,0.8735632183903026,0.8811594202393481,174,0.8907563025206342,0.9098712446348028,0.9002123141746766,233,0.579710144926696,0.7692307692292899,0.6611570247432825,52,baobabtech/water-conflict-classifier,,,,,,,, |
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v2.1,2025-11-30T01:09:00.509893,BAAI/bge-small-en-v1.5,1200,519,1719.0,64,1,1200.0,undersampling,0.3019197207678883,20.0,0.8623265741728922,0.8141762531027655,0.7048169556840076,0.8169556840077071,0.0828516377649325,0.8888888888883691,0.8735632183903026,0.8811594202393481,174,0.8907563025206342,0.9098712446348028,0.9002123141746766,233,0.579710144926696,0.7692307692292899,0.6611570247432825,52,baobabtech/water-conflict-classifier,,d2.0,,,,,, |
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v2.2,2025-11-30T01:39:22.540112,BAAI/bge-small-en-v1.5,1200,519,1719.0,16,3,1200.0,undersampling,0.3019197207678883,20.0,0.86875,0.8231409011328331,0.7093770070648683,0.8227360308285164,0.0809248554913294,0.8888888888883691,0.8735632183903026,0.8811594202393481,174,0.876984126983779,0.9484978540768462,0.911340206135268,233,0.5641025641018409,0.8461538461522189,0.6769230768740355,52,baobabtech/water-conflict-classifier,,d2.0,,,,,, |
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v2.3,2025-11-30T06:32:31.012425,BAAI/bge-small-en-v1.5,1200,519,1719.0,32,4,1200.0,undersampling,0.3019197207678883,20.0,0.870020964360587,0.8221350034794712,0.7089916506101477,0.8227360308285164,0.079640333975594,0.874999999999503,0.8850574712638593,0.8799999999494988,174,0.8902439024386626,0.9399141630897254,0.9144050103880684,233,0.5753424657526365,0.8076923076907544,0.6719999999503359,52,baobabtech/water-conflict-classifier,,d2.0,,,,,, |
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v2.4,2025-11-30T08:39:53.600475,BAAI/bge-small-en-v1.5,1200,519,1719.0,16,3,,undersampling,0.3019197207678883,20.0,0.7942973523421588,0.7296100275783698,0.6589595375722543,0.6917148362235067,0.1297366730892742,0.8430232558134634,0.8333333333328544,0.8381502889668583,174,0.8547717842320105,0.8841201716734404,0.8691983121859344,233,0.3545454545451322,0.7499999999985577,0.4814814814372961,52,baobabtech/water-conflict-classifier,,d2.0,,optuna,50.0,200.0,False,"{'body_learning_rate': 1.4291965748432987e-06, 'head_learning_rate': 0.010793429167673138, 'num_epochs': 3, 'batch_size': 16, 'num_iterations': 20, 'seed': 72, 'max_iter': 153, 'solver': 'lbfgs', 'sampling_strategy': 'undersampling'}" |
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v2.5,2025-12-02T02:13:03.385824,BAAI/bge-small-en-v1.5,1200,519,1719.0,32,2,1200.0,oversampling,0.3019197207678883,20.0,0.8656084656084656,0.8106275923593743,0.7074502247912652,0.8188824662813102,0.0815671162491971,0.8953488372087819,0.8850574712638593,0.8901734103541115,174,0.8888888888885231,0.9270386266090442,0.9075630251597248,233,0.5492957746471137,0.7499999999985577,0.6341463414135765,52,baobabtech/water-conflict-classifier,,d2.0,,standard,,,, |
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v2.6,2025-12-02T02:40:51.360905,BAAI/bge-small-en-v1.5,1200,519,1719.0,16,3,1200.0,undersampling,0.3019197207678883,,0.86875,0.8231409011328331,0.7093770070648683,0.8227360308285164,0.0809248554913294,0.8888888888883691,0.8735632183903026,0.8811594202393481,174,0.876984126983779,0.9484978540768462,0.911340206135268,233,0.5641025641018409,0.8461538461522189,0.6769230768740355,52,baobabtech/water-conflict-classifier,,d2.0,,standard,,,, |
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v2.7,2025-12-02T03:07:10.699513,BAAI/bge-small-en-v1.5,1200,519,1719.0,64,2,1200.0,undersampling,0.3019197207678883,20.0,0.8523206751054853,0.7982523548155483,0.6992935131663455,0.8092485549132948,0.0899165061014772,0.9030303030297558,0.8563218390799677,0.8790560471471568,174,0.8806584362136294,0.9184549356219236,0.8991596638151906,233,0.5061728395055479,0.7884615384600222,0.6165413533349087,52,baobabtech/water-conflict-classifier,,d2.0,,standard,,,, |
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v2.8,2025-12-02T04:01:31.981874,BAAI/bge-small-en-v1.5,1200,519,1719.0,64,1,1200.0,undersampling,0.3019197207678883,20.0,0.8529718456725756,0.7986785660379309,0.702761721258831,0.8015414258188824,0.0905587668593449,0.8843930635833038,0.8793103448270809,0.8818443803529504,174,0.8842975206607917,0.9184549356219235,0.9010526315285861,233,0.4941176470582422,0.8076923076907544,0.6131386860833928,52,baobabtech/water-conflict-classifier,,d2.0,,standard,,,, |
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