Solar Flare dataset 1: Description. The database describes (using 11 attributes) certain types of solar flares occured in a 24 hour period. Each instance represents captured features for 1 active region on the sun. Attributes description: 1. LargestSpotSize: Code for largest spot size (X,R,S,A,H,K) 2. SpotDistribution: Code for spot distribution (X,O,I,C) 3. Activity (1 = reduced, 2 = unchanged) 4. Evolution (1 = decay, 2 = no growth, 3 = growth) 5. Prev24Hour: Previous 24 hour flare activity code (1 = nothing as big as an M1, 2 = one M1, 3 = more activity than one M1) 6. HistComplex: Historically-complex (1 = Yes, 2 = No) 7. BecomeHist: Did region become historically complex on this pass across the sun's disk (1 = yes, 2 = no) 8. Area (1 = small, 2 = large) 9. C-class: flares production by this region in the following 24 hours (common flares). 10. M-class: flares production by this region in the following 24 hours (moderate flares). 11. X-class: flares production by this region in the following 24 hours (severe flares). 2: Type. Unsupervised 3: Origin. Real world 4: Instances. 1066 5: Features. 11 6: Missing values. No 7: Header. @relation flare @attribute LargestSpotSize {A, R, S, X, K, H} @attribute SpotDistribution {X, O, I, C} @attribute Activity {1, 2} @attribute Evolution {1, 2, 3} @attribute Prev24Hour {1, 2, 3} @attribute HistComplex {1, 2} @attribute BecomeHist {1, 2} @attribute Area {1, 2} @attribute C-class {0, 1, 2, 3, 4, 5, 6, 7, 8} @attribute M-class {0, 1, 2, 3, 4, 5} @attribute X-class {0, 1, 2} @attribute Class {H, D, C, B, E, F} @inputs LargestSpotSize, SpotDistribution, Activity, Evolution, Prev24Hour, HistComplex, BecomeHist, Area, C-class, M-class, X-class, Class