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Commit From AutoTrain
3fe13fd
metadata
tags:
  - autotrain
  - tabular
  - regression
  - tabular-regression
datasets:
  - jwan2021/autotrain-data-us-housing-prices
co2_eq_emissions:
  emissions: 32.513983893680546

Model Trained Using AutoTrain

  • Problem type: Single Column Regression
  • Model ID: 1771761511
  • CO2 Emissions (in grams): 32.5140

Validation Metrics

  • Loss: 134406.507
  • R2: 0.861
  • MSE: 18065109105.270
  • MAE: 103271.843
  • RMSLE: 0.139

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)