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---
tags:
- autotrain
- tabular
- regression
- tabular-regression
datasets:
- pcoloc/autotrain-data-mikrotik-7-7
co2_eq_emissions:
emissions: 1.3260818006120507
---
# Model Trained Using AutoTrain
- Problem type: Single Column Regression
- Model ID: 1860563597
- CO2 Emissions (in grams): 1.3261
## Validation Metrics
- Loss: 49.757
- R2: 0.632
- MSE: 2475.747
- MAE: 33.327
- RMSLE: 0.587
## Usage
```python
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)
``` |