🦅 TSO Clustering Tool

Thermal Soaring Optimization — upload an ARFF file and cluster it in the browser

Dataset

📂

Drop .arff file here, or click to browse

Supports Weka ARFF format

Parameters

Clusters K (0=auto)

Birds N

Iterations T

Runs

K-means restarts

K-means iters

Average metrics across all runs

Avg WCSS

—

lower is better

Avg Accuracy

—

higher is better

Avg Calinski–Harabász

—

higher is better

Avg Silhouette

—

range −1 to 1

Avg Purity

—

higher is better

Avg F-Measure

—

higher is better

Avg Entropy

—

lower is better

Convergence — WCSS per iteration (best run)

Run	WCSS ↓	Accuracy ↑	CH index ↑	Silhouette ↑	Purity ↑	F-Measure ↑	Entropy ↓

Cluster	Size	%	Dominant class

Algorithm	WCSS	Accuracy	Notes