Data Mining Method Selector

1. Primary Objective

Predict outcomes Classify data Discover segments Find association rules Detect anomalies Analyze sequences

2. Data Type

Tabular/structured Text Time series Transaction logs Graph/network Mixed

3. Labels Available

All labeled Partially labeled No labels

4. Dataset Size

Small (<10K) Medium (10K-1M) Large (>1M)

5. Interpretability Requirement

Critical (regulatory) Preferred Not required

Recommended Methods

Performance Comparison

Method	Accuracy	Speed	Scalability	Interpretability

Visual Comparison

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