system's picture
system HF staff
Commit From AutoTrain
aeede19
metadata
tags:
  - autotrain
  - tabular
  - classification
  - tabular-classification
datasets:
  - jwan2021/autotrain-data-jwan-autotrain1
co2_eq_emissions:
  emissions: 2.9876405883375106

Model Trained Using AutoTrain

  • Problem type: Binary Classification
  • Model ID: 1768961489
  • CO2 Emissions (in grams): 2.9876

Validation Metrics

  • Loss: 0.042
  • Accuracy: 0.983
  • Precision: 1.000
  • Recall: 0.953
  • AUC: 1.000
  • F1: 0.976

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)