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Commit From AutoTrain
7790cf4
metadata
tags:
  - autotrain
  - tabular
  - classification
  - tabular-classification
datasets:
  - marac5/autotrain-data-builty-2-table-searcher
co2_eq_emissions:
  emissions: 7.738626953271278

Model Trained Using AutoTrain

  • Problem type: Binary Classification
  • Model ID: 3373492718
  • CO2 Emissions (in grams): 7.7386

Validation Metrics

  • Loss: 0.360
  • Accuracy: 0.871
  • Precision: 0.871
  • Recall: 0.783
  • AUC: 0.916
  • F1: 0.824

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)