Datasetpublic

Taurus2304/newsmner-data-efficiency

sourceHugging Faceupdated 11d agoView on Hugging Face

1likes326downloads

data_efficiency_results.csv9 linesDownload Raw Back to root

1fraction,train_size,f1,precision,recall,epochs_trained,per_class_f1
20.01,41,0.4939483153418385,0.4980211081794195,0.4899415963659961,30,"{""/s>"": 0.0, ""DATE"": 0.3933, ""LOC"": 0.4979, ""MISC"": 0.0189, ""NUM"": 0.0134, ""ORG"": 0.3269, ""PER"": 0.6525, ""_"": 0.0}"
30.05,205,0.6613032984714401,0.6559208426428343,0.6667748215444517,20,"{""DATE"": 0.6245, ""LOC"": 0.6173, ""MISC"": 0.2871, ""NUM"": 0.6194, ""ORG"": 0.4449, ""PER"": 0.8364}"
40.1,410,0.7102593010146562,0.7051487048289095,0.7154445165476963,15,"{""DATE"": 0.7209, ""LOC"": 0.6552, ""MISC"": 0.3756, ""NUM"": 0.7183, ""ORG"": 0.4704, ""PER"": 0.8989, ""_"": 0.0}"
50.25,1025,0.761319534282018,0.7588652482269503,0.7637897469175859,12,"{""DATE"": 0.7436, ""LOC"": 0.7171, ""MISC"": 0.402, ""NUM"": 0.7619, ""ORG"": 0.5567, ""PER"": 0.9272, ""_"": 0.0}"
60.5,2050,0.7656147271531886,0.7758161225849434,0.7556781310837118,10,"{""DATE"": 0.7686, ""LOC"": 0.684, ""MISC"": 0.4459, ""NUM"": 0.786, ""ORG"": 0.5579, ""PER"": 0.9373}"
70.75,3074,0.784741144414169,0.7754197022489705,0.7942894224529526,6,"{""DATE"": 0.7969, ""LOC"": 0.7357, ""MISC"": 0.4211, ""NUM"": 0.8131, ""ORG"": 0.574, ""PER"": 0.9444}"
81.0,4099,0.7837837837837838,0.7772814294830888,0.790395846852693,5,"{""DATE"": 0.7952, ""LOC"": 0.7457, ""MISC"": 0.4138, ""NUM"": 0.7946, ""ORG"": 0.5723, ""PER"": 0.9437}"
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