🧭 Start here: a 6-step reading path
- Read the overview: MCCA 5-minute orientation
- Skim a recent paper: Accuracy, precision, recall, f1-score, or MCC? empirical evidence from advanced statistics, ML, and XAI for evaluating business predictive modelsInfluential work since 2022
- Pick up a classic book: Settlement and societyThe most-reprinted book on the subject
- Read the landmark paper: The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluationCited 5,771 times
- Go sideways: CCCA closely related topic
- Go sideways: PCCA closely related topic
📖 Definitions
Symbol ISO 639-3 language code for Bitur.
🗂️ The subject at a glance
🏆 Landmark papers (most cited)
The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation
Particle-in-cell charged-particle simulations, plus Monte Carlo collisions with neutral atoms, PIC-MCC
The Matthews correlation coefficient (MCC) is more reliable than balanced accuracy, bookmaker informedness, and markedness in two-class confusion matrix evaluation
Mechanical properties of biodegradable composites from poly lactic acid (PLA) and microcrystalline cellulose (MCC)
The Matthews correlation coefficient (MCC) should replace the ROC AUC as the standard metric for assessing binary classification
The Matthews Correlation Coefficient (MCC) is More Informative Than Cohen’s Kappa and Brier Score in Binary Classification Assessment
A Comparison of MCC and CEN Error Measures in Multi-Class Prediction
FOLFOXIRI (folinic acid, 5-fluorouracil, oxaliplatin and irinotecan) vs FOLFIRI (folinic acid, 5-fluorouracil and irinotecan) as first-line treatment in metastatic colorectal cancer (MCC): a multicentre randomised phase III trial from the Hellenic Oncology Research Group (HORG)
🆕 Influential since 2022
Accuracy, precision, recall, f1-score, or MCC? empirical evidence from advanced statistics, ML, and XAI for evaluating business predictive models
State-of-charge estimation of lithium-ion batteries based on MCC-AEKF in non-Gaussian noise environment
A statistical comparison between Matthews correlation coefficient (MCC), prevalence threshold, and Fowlkes–Mallows index
Recent Developments in Chemical Derivatization of Microcrystalline Cellulose (MCC): Pre-Treatments, Functionalization, and Applications
Azadirachta indica leaf extract mediated silver nanoparticles impregnated nano composite film (AgNP/MCC/starch/whey protein) for food packaging applications
📚 Books worth reading
Settlement and societyElizabeth Caecilia Stone, Nicholas Kouchoukos · 2007- 📕Tributes to the Honorable Charles McC. Mathias, Jr. in the United States Senate, upon the occasion of his retirement from the Senate. · 1987
Het archief der Middelburgsche Commercie CompagnieWillem Sybrand Unger · 1951- 📕Vestigi della storia del sonetto italiano dall'anno MCC al MDCCCUgo Foscolo · 1993
- 📕[Bailey and Blue Jacket medals for Navy apprentices, announcement of award] · 1908
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
🔗 Related topics
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- PCC Look up PCC in Wiktionary, the free dictionary. PCC may refer to: Pearson correlation coefficient (r), in statistics Periodic counter-current chromatography…
- WCC WCC may refer to: Washtenaw Community College, near Ann Arbor, Michigan Waubonsee Community College, near Chicago, Illinois Wayne Community College, Goldsboro…
- CMC CMC may refer to: Cutie Mark Crusaders, in My Little Pony: Friendship Is Magic Cable Music Channel, a defunct music television channel from Turner Broadcasting…
- GCC Look up GCC in Wiktionary, the free dictionary. GCC commonly refers to: Gulf Cooperation Council, an organization of Arab states GNU Compiler Collection…
- ECC Look up ECC in Wiktionary, the free dictionary. ECC may refer to: ECC (eikaiwa), a Japanese English teaching company Eastern Christian College, in Bel…
- CLC Look up CLC in Wiktionary, the free dictionary. CLC may refer to: California Lutheran College, a private university in Thousand Oaks, California, US Central…
- ACC Look up ACC, acc, acc., or acc- in Wiktionary, the free dictionary. ACC most often refers to: Atlantic Coast Conference, an NCAA Division I collegiate…