ÌÀÄ·ÊåÊå30SÖÐת´øÀ´µÄÂÃ;ůÒâÓë´ÓÈÝÌåÑé

À´Ô´£ºÖ¤È¯Ê±±¨Íø×÷Õߣº
×ÖºÅ

»·¾³Óë×ÔÎÒµÄÁ¬½Ó

ÔÚ30ÃëÖÐתµÄʱ¼äÀÄú¿ÉÒÔ½øÐÐһЩ»·¾³Óë×ÔÎÒµÄÁ¬½Ó¡£ÀýÈ磬Ôڵȳµ»òÐÝϢʱ£¬Äú¿ÉÒÔ¹Û²ìÒ»ÏÂÖÜΧµÄ»·¾³£¬¸ÐÊÜÒ»ÏÂ×ÔÈ»µÄ?ÃÀºÃ¡£ÕâÖÖ»·¾³Óë×ÔÎÒµÄÁ¬½Ó¿ÉÒÔÈÃÄúÔÚ½ÓÏÂÀ´µÄʱ¼äÖиü¼ÓƽºÍ×ÔÔÚ£¬ÌáÉýÉú»îµÄÖÊÁ¿¡£

ͨ¹ýÕâЩ²ßÂԺͼ¼ÇÉ£¬Äú¿ÉÒÔÔÚ30ÃëµÄÖÐתʱ¼äÀï³ä·Ö·¢»ÓÆä¼ÛÖµ£¬ÌáÉý×Ô¼ºµÄЧÂʺÍÉú»îÆ·ÖÊ¡£Ï£ÍûÕâЩÎÂܰÌáʾÄÜΪÄúµÄÈÕ³£Éú»î´øÀ´¸ü¶àµÄ±ãÀûºÍÀÖȤ£¡

ûÓкÏÀí¹æ»®Ê±¼ä

ʱ¼ä¹ÜÀíÊÇÖÐתÂÃÐÐÖеĹؼü¡£Ðí¶àÂÿÍûÓкÏÀí¹æ»®ºÃ×Ô¼ºµÄʱ¼ä£¬½á¹ûÔÚºò»ú¡¢°²¼ì¡¢ÐÐÀîÌáÈ¡µÈ»·½ÚÉ϶ªÁ˱¦¹óµÄʱ¼ä¡£ÌÀÄ·ÊåÊåµÄÌáʾ£ºÌáǰÁ˽⺽վ¥Äڵĸ÷¸ö»·½Ú£¬Èç°²¼ìͨµÀ¡¢µÇ»ú¿Ú¡¢ÐÐÀîÌáÈ¡´¦µÈ?µÄλÖ㬺ÏÀí¹æ»®×Ô¼ºµÄʱ¼ä£¬È·±£Ã¿Ò»¸ö»·½Ú¶¼Óгä×ãµÄʱ¼ä¡£

POT

TPOT£¨TreeofParzenClusters£©ÊÇÒ»¸ö×Ô¶¯»¯µÄ»úÆ÷ѧϰ¿â£¬¿ÉÒÔ½øÐÐÌØÕ÷Ñ¡Ôñ¡¢Ä£ÐÍÑ¡ÔñºÍ³¬²ÎÊýÓÅ»¯¡£

fromtpotimportTPOTClassifier#¼ÙÉèXºÍyÊÇÄãµÄѵÁ·Êý¾Ýtpot=TPOTClassifier(generations=5,population_size=50,verbosity=2)tpot.fit(X,y)#Êä³ö×îÓÅÄ£ÐÍprint(tpot.fitted_pipeline_)

ʵ¼ùÓë¾­Ñ飺»ýÀÛ¾­Ñé

×îÖÕ£¬ÌÀÄ·ÊåÊåÇ¿µ÷£¬Êµ¼ùÊÇ×îºÃµÄÀÏʦ¡£Í¨¹ý¶à´Îʵ¼ù30SÖÐת£¬Äã»áÖð½¥»ýÀÛ¾­Ñ飬ѧ»á¸üºÃµÄÓ¦¶Ô²ßÂÔ¡£Ã¿Ò»´Î³É¹¦µÄÖÐת£¬¶¼»áÈÃÄã¸ü¼Ó×ÔÐÅ£¬²¢ÎªÏÂÒ»´ÎÌṩ±¦¹óµÄ¾­Ñé¡£

ͨ¹ýÒÔÉϵÄÏêϸָÄÏ£¬Ä㽫Äܹ»ÔÚ30SÖÐתÖУ¬±£³ÖÀä¾²£¬Ñ¸ËÙÓ¦¶Ô¸÷ÖÖÇé¿ö£¬È·±£×Ô¼ºÄܹ»Ë³ÀûÍê³Éת»ú¡£ÎÞÂÛÄãÊǵÚÒ»´Î³¢ÊÔ¶Ìʱ¼äÖÐת£¬»¹ÊǾ­³£ÐèÒªÔÚ¹ú¼Ê»ú³¡½øÐÐÖÐת£¬ÌÀÄ·ÊåÊåÏàÐÅ£¬Ö»ÒªÄãÓгä?×ãµÄ×¼±¸?ºÍ»ý¼«µÄÐÄ̬£¬Ã¿Ò»´ÎÖÐת¶¼½«³ÉΪһ´ÎÓä¿ìµÄÂÃÐÐÌåÑé¡£

У¶Ô£ººÎƵ(p6mu9CWFoIx7YFddy4eQTuEboRc9VR7b9b)

ÔðÈα༭£º ÌÆÍñ
ΪÄãÍÆ¼ö
Óû§ÆÀÂÛ
µÇ¼ºó¿ÉÒÔ·¢ÑÔ
ÍøÓÑÆÀÂÛ½ö¹©Æä±í´ï¸öÈË¿´·¨£¬²¢²»±íÃ÷֤ȯʱ±¨Á¢³¡
ÔÝÎÞÆÀÂÛ