vabadeh213/autotrain-titanic-744222727

https://colab.research.google.com/drive/16rmsJTBelh2vIWVxt9ncFEJmU7cEdUsE?usp=sharing

Model Trained Using AutoTrain

• —Problem type: Binary Classification
• —Model ID: 744222727
• —CO2 Emissions (in grams): 0.00509303545772981

Validation Metrics

• —Loss: 0.40596098709549455
• —Accuracy: 0.8378378378378378
• —Precision: 0.8518518518518519
• —Recall: 0.92
• —AUC: 0.8866666666666667
• —F1: 0.8846153846153846

Usage

import json
import joblib

model = joblib.load('model.joblib')
config = json.load(open('config.json'))

features = config['features']

# data = pd.read_csv("data.csv")
data = data[features]

predictions = model.predict(data)  # or model.predict_proba(data)