ketong3906/autotrain-iris_truncated-64451135750

Model Trained Using AutoTrain

• Problem type: Multi-class Classification
• Model ID: 64451135750
• CO2 Emissions (in grams): 0.9777

Validation Metrics

• Loss: 0.091
• Accuracy: 1.000
• Macro F1: 1.000
• Micro F1: 1.000
• Weighted F1: 1.000
• Macro Precision: 1.000
• Micro Precision: 1.000
• Weighted Precision: 1.000
• Macro Recall: 1.000
• Micro Recall: 1.000
• Weighted Recall: 1.000

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)