desertdev/autotrain-imdb-sentiment-analysis-44994113085

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desertdev/autotrain-imdb-sentiment-analysis-44994113085


Model Trained Using AutoTrain

  • Problem type: Binary Classification
  • Model ID: 44994113085
  • CO2 Emissions (in grams): 0.5769


Validation Metrics

  • Loss: 0.685
  • Accuracy: 0.565
  • Precision: 0.565
  • Recall: 1.000
  • AUC: 0.500
  • F1: 0.722


Usage

import json
import joblib
import pandas as pd
model = joblib.load('model.joblib')
config = json.load(open('config.json'))
features = config['features']
# data = pd.read_csv("data.csv")
data = data[features]
data.columns = ["feat_" + str(col) for col in data.columns]
predictions = model.predict(data) # or model.predict_proba(data)

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