ludwig-language-classifier-cnn / training_statistics.json
MedAliBH's picture
Upload language classifier cnn
46c476a
{
"evaluation_frequency": {
"frequency": 1,
"period": "epoch"
},
"test": {
"combined": {
"loss": [
0.23742298781871796,
0.21031303703784943,
0.12192762643098831,
0.07570453733205795,
0.05710742995142937
]
},
"language": {
"accuracy": [
0.924312949180603,
0.9528379440307617,
0.961493730545044,
0.9817298650741577,
0.9708698987960815
],
"accuracy_micro": [
0.9312320947647095,
0.9484240412712097,
0.9598853588104248,
0.9799426794052124,
0.9742120504379272
],
"loss": [
0.23742298781871796,
0.21031303703784943,
0.12192762643098831,
0.07570453733205795,
0.05710742995142937
],
"roc_auc": [
0.9985259175300598,
0.9976196885108948,
0.9982259273529053,
0.999114990234375,
0.9991633296012878
]
}
},
"training": {
"combined": {
"loss": [
2.6028196811676025,
0.05241914466023445,
0.1079530417919159,
0.03008267655968666,
0.020476186648011208
]
},
"language": {
"accuracy": [
0.709525465965271,
0.9832712411880493,
0.9843869209289551,
0.9913396835327148,
0.9936301708221436
],
"accuracy_micro": [
0.7127174735069275,
0.9831109642982483,
0.9853065609931946,
0.9910488128662109,
0.9930754899978638
],
"loss": [
2.6028196811676025,
0.05241914466023445,
0.1079530417919159,
0.03008267655968666,
0.020476186648011208
],
"roc_auc": [
0.8537933826446533,
0.9993903636932373,
0.9988884925842285,
0.9997660517692566,
0.9998530745506287
]
}
},
"validation": {
"combined": {
"loss": [
0.2647719979286194,
0.27919644117355347,
0.1389603614807129,
0.06920339167118073,
0.07529747486114502
]
},
"language": {
"accuracy": [
0.911348819732666,
0.9450980424880981,
0.9551990628242493,
0.9799168109893799,
0.9636363983154297
],
"accuracy_micro": [
0.9225251078605652,
0.9397417306900024,
0.955523669719696,
0.9784792065620422,
0.9684361815452576
],
"loss": [
0.2647719979286194,
0.27919644117355347,
0.1389603614807129,
0.06920339167118073,
0.07529747486114502
],
"roc_auc": [
0.9981002807617188,
0.99806147813797,
0.9984046816825867,
0.998852550983429,
0.9990896582603455
]
}
}
}