harithapliyal/autotrain-tatanic-survival-f1-83

Model Trained Using AutoTrain

• Problem type: Binary Classification
• Model ID: 51030121311
• CO2 Emissions (in grams): 0.0041

Validation Metrics

• Loss: 0.358
• Accuracy: 0.872
• Precision: 0.859
• Recall: 0.797
• AUC: 0.903
• F1: 0.827

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)