| import sys,numpy as np; sys.dont_write_bytecode=True |
| from ana import *; import ana |
| |
| seeds=[int(s) for s in sys.argv[1].split(',')] |
| Z={} |
| for c in (25,23): |
| try: |
| A=avg('u12',c,seeds,650); Z[c]=np.stack([zs(A[:,j]) for j in range(4)],1); |
| except Exception as e: print('skip',c,e) |
| def g(c,G,w): |
| y,B,M=ana._B[c]; Gn=nr(G); return [(AUC(y,(1-w)*b+w*Gn)-AUC(y,b))*1e5 for b in B.values()] |
| for c in Z: best(c,Z[c]@np.array((1,1,1,0.))) |
| for wts in ((1,1,1,0),(2,0,1,0),(1,0,1,0),(2,.5,1,0),(1,1,0,0)): |
| v=np.array(wts,float) |
| for w in (.1,.15,.2): |
| print(wts,'w',w,' | '.join('C%d %s'%(c,' '.join('%.1f'%x for x in g(c,Z[c]@v,w))) for c in Z),flush=True) |
|
|
