BlackEye Dashboard

Monitor and configure the BlackEye AI system for universe observation. The system processes NASA's Kepler and TESS datasets to identify and characterize exoplanets through a smart approach, analyzing 17,232 space objects with 12 basic features plus 3 smart calculated features. Customize options for all AI models, configure data splits, and analyze new astronomical data.

17,232 Objects Analyzed
12+3 Features
7 Parameters

BlackEye System Analytics

Dataset Distribution

Features vs Targets

Model Accuracy by Type

Performance Overview

Model Configuration

Configure AI customization options and retrain the smart approach system with custom settings. The system provides comprehensive customization options for all AI models (classifier, planet regressor, stellar regressor, quality regressor) with customizable measurements including n_estimators, max_depth, learning_rate, subsample, and colsample_bytree.

Exoplanet Analysis

Analyze new astronomical data using BlackEye's smart approach system. The system can find planets as CONFIRMED, CANDIDATE, FALSE_POSITIVE, or UNKNOWN while simultaneously predicting 7 key scientific measurements including orbital period, planet radius, equilibrium temperature, and stellar properties.

ra_deg dec_deg mag period_days duration_hrs depth_ppm period_err_up period_err_low duration_err_up duration_err_low depth_err_up depth_err_low Actions