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2023-04-19T04:10:34Z

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alpha>Indicwiki: Created page with "{{Navbox | name = Machine learning evaluation metrics | title = Machine learning evaluation metrics | listclass = hlist | state = {{{state|}}} | group1..."

2023-02-03T07:01:51Z

Created page with "{{Navbox | name = Machine learning evaluation metrics | title = Machine learning evaluation metrics | listclass = hlist | state = {{{state|}}} | group1..."

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{{Navbox
| name = Machine learning evaluation metrics
| title = [[Machine learning]] evaluation metrics
| listclass = hlist
| state = {{{state|}}}

| group1 =[[Regression analysis|Regression]]
| list1 =[[Mean squared error|MSE]]{{dot}}[[Mean absolute error|MAE]]{{dot}}[[Symmetric mean absolute percentage error|sMAPE]]{{dot}}[[Mean absolute percentage error|MAPE]]{{dot}}[[Mean absolute scaled error|MASE]]{{dot}}[[Mean squared prediction error|MSPE]]{{dot}}[[Root mean square|RMS]]{{dot}}[[Root-mean-square deviation|RMSE/RMSD]]{{dot}}[[Coefficient of determination|R2]]{{dot}}[[Mean directional accuracy|MDA]]{{dot}}[[Median absolute deviation|MAD]]

| group2 =[[Statistical classification|Classification]]
| list2 =[[F-score]]{{dot}}[[P4-metric|P4]]{{dot}}[[Accuracy and precision|Accuracy]]{{dot}}[[Precision and recall|Precision]]{{dot}}[[Precision and recall|Recall]]{{dot}}[[Cohen's kappa|Kappa]]{{dot}}[[Phi coefficient|MCC]]{{dot}}[[Area under curve|AUC]]{{dot}}[[Receiver operating characteristic|ROC]]{{dot}}[[Sensitivity and specificity]]{{dot}}[[Logarithmic Loss]]

| group3 =[[Cluster analysis|Clustering]]
| list3 =[[Silhouette (clustering)|Silhouette]]{{dot}}[[Calinski-Harabasz]]{{dot}}[[Davies–Bouldin index|Davies-Bouldin]]{{dot}}[[Dunn index]]{{dot}}[[Hopkins statistic]]{{dot}}[[Jaccard index]]{{dot}}[[Rand index]]{{dot}}[[Similarity measure]]{{dot}}[[Simple matching coefficient|SMC]]{{dot}}[[SimHash]]

| group4 =[[Ranking (information retrieval)|Ranking]]
| list4 =[[Mean reciprocal rank|MRR]]{{dot}}[[Definite clause grammar|DCG]]{{dot}}[[NDCG]]{{dot}} [[Average precision|AP]]

| group5 =[[Computer Vision]]
| list5 =[[PSNR]]{{dot}}[[SSIM]]{{dot}}[[Intersection over union|IoU]]

| group6 =[[Natural language processing|NLP]]
| list6 =[[Perplexity]]{{dot}}[[BLEU]]

| group7 =Deep Learning Related Metrics
| list7 =[[Inception score]]{{dot}}[[Fréchet inception distance|FID]]

|group8 = [[Recommender system]]
|list8 =[[Coverage probability|Coverage]] {{dot}} [[Intra-list Similarity]]

|group9= Similarity
|list9=[[Cosine similarity]] {{dot}} [[Euclidean distance]] {{dot}} [[Pearson correlation coefficient]]

| below =[[Confusion matrix]]
}}

Template:Machine learning evaluation metrics - Revision history

Indicwiki: 1 revision imported from :alpha:Template:Machine_learning_evaluation_metrics

alpha>Indicwiki: Created page with "{{Navbox | name = Machine learning evaluation metrics | title = Machine learning evaluation metrics | listclass = hlist | state = {{{state|}}} | group1..."