Template:Machine learning evaluation metrics

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Machine learning evaluation metrics

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v t e Machine learning evaluation metrics
Regression	MSE · MAE · sMAPE · MAPE · MASE · MSPE · RMS · RMSE/RMSD · R2 · MDA · MAD
Classification	F-score · P4 · Accuracy · Precision · Recall · Kappa · MCC · AUC · ROC · Sensitivity and specificity · Logarithmic Loss
Clustering	Silhouette · Calinski-Harabasz · Davies-Bouldin · Dunn index · Hopkins statistic · Jaccard index · Rand index · Similarity measure · SMC · SimHash
Ranking	MRR · DCG · NDCG · AP
Computer Vision	PSNR · SSIM · IoU
NLP	Perplexity · BLEU
Deep Learning Related Metrics	Inception score · FID
Recommender system	Coverage · Intra-list Similarity
Similarity	Cosine similarity · Euclidean distance · Pearson correlation coefficient
Confusion matrix

Hidden categories:

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