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SentimentModel.mbconfig
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114 lines (114 loc) · 3.56 KB
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{
"TrainingTime": 60,
"Scenario": "Classification",
"DataSource": {
"Type": "TabularFile",
"Version": 1,
"FilePath": "C:\\Users\\raihan.DESKTOP-8UAKMR3\\Downloads\\sentiment labelled sentences\\sentiment labelled sentences\\yelp_labelled.txt",
"Delimiter": "\t",
"DecimalMarker": ".",
"HasHeader": false,
"ColumnProperties": [
{
"ColumnName": "col0",
"ColumnPurpose": "Feature",
"ColumnDataFormat": "String",
"IsCategorical": false,
"Type": "Column",
"Version": 1
},
{
"ColumnName": "col1",
"ColumnPurpose": "Label",
"ColumnDataFormat": "Single",
"IsCategorical": true,
"Type": "Column",
"Version": 1
}
]
},
"Environment": {
"Type": "LocalCPU",
"Version": 1
},
"RunHistory": {
"Version": 0,
"Type": "Result",
"Trials": [
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"Type": "Trial",
"TrainerName": "SdcaMaximumEntropyMulti",
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"RuntimeInSeconds": 4.5489997863769531
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"TrainerName": "SdcaLogisticRegressionOva",
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{
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"TrainerName": "LightGbmMulti",
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],
"Pipeline": "[{\"EstimatorType\":\"FeaturizeText\",\"Inputs\":[\"col0\"],\"Outputs\":[\"col0\"]},{\"EstimatorType\":\"Concatenate\",\"Inputs\":[\"col0\"],\"Outputs\":[\"Features\"]},{\"EstimatorType\":\"MapValueToKey\",\"Inputs\":[\"col1\"],\"Outputs\":[\"col1\"]},{\"EstimatorType\":\"NormalizeMinMax\",\"Inputs\":[\"Features\"],\"Outputs\":[\"Features\"]},{\"LabelColumnName\":\"col1\",\"FeatureColumnName\":\"Features\",\"L1Regularization\":\"1\",\"L2Regularization\":\"1\",\"EstimatorType\":\"LbfgsMaximumEntropyMulti\",\"Inputs\":[\"col1\"],\"Outputs\":[\"Features\"]},{\"EstimatorType\":\"MapKeyToValue\",\"Inputs\":[\"PredictedLabel\"],\"Outputs\":[\"PredictedLabel\"]}]",
"MetricName": "MicroAccuracy"
},
"Type": "TrainingConfig",
"Version": 1
}