jwan2021/autotrain-us-housing-prices-1771761513

Model Trained Using AutoTrain

• Problem type: Single Column Regression
• Model ID: 1771761513
• CO2 Emissions (in grams): 0.1298

Validation Metrics

• Loss: 100581.032
• R2: 0.922
• MSE: 10116543945.030
• MAE: 81586.656
• RMSLE: 0.101

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)