pcoloc/autotrain-mikrotik-7-7-1860563590

Model Trained Using AutoTrain

• Problem type: Single Column Regression
• Model ID: 1860563590
• CO2 Emissions (in grams): 7.1012

Validation Metrics

• Loss: 52.881
• R2: 0.584
• MSE: 2796.357
• MAE: 37.116
• RMSLE: 0.518

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)