[http://obrain.com/~eob/blogPics/historySpace2.gif] I have been working on a little project that involves data mining some personal history. One of the things I have been trying is using principal component analysis to reduce the dimensionality of my data to something I can get an intuitive feel for, so that I can try to ficure out what are the best automated methods for pattern recognition. This image is an example reduced from sixteen variables to three. It's impressive what you can do in Mathematica.
Also François Labelle at McGill has a nice overview of reducing the dimensionality of multivariate data using Principal Component Analysis, also with interactive demos which give a nice intuitive feel for the technique. Mathematica supports principal component analysis, so given a data matrix with the each observation in a row, and each column a dimension I found could do the following to get a nice two dimensional view of the multi-dimensional data:
Just back from an amazing whale-watching boat trip on the straits between San Juan Island, Washington State and Vancouver Island, British Columbia. We were lucky in that all of the local pods of Orca had come together to socialize and hunt for the salmon sheltering from the strong ebb tide currents in coves along the coast. We saw lots of the orca swimming along in family groups, splashing about as they herded the salmon, and popping their heads out of the water to keep an eye on the boats.
A C/C++ programmer, used to using sizeof, might be suprised how hard it is to figure out the memory footprint of Java object. Of course relying on memory sizes is very bad for portability, but sometimes when tuning applications you do need this information.
This article walks through some measurments that reveal:
Got a gmail account a few days ago. So far I like the interface a lot better than yahoo. As is usual with Google it is very clean and uncluttered. So far the targeted ads are unobjectionable, and the “related links” might actually be useful.
Last night we saw the film “Control Room”, a behind-the scenes documentary of Al Jazeera covering the initial invasion of Iraq.
I watched some coverage of the war from the Arab side on the Mosaic news program so there was nothing really new factually in this film for me. It was still well worth seeing however as it, for example, demonstrated the complicated realities of how journalists, whether from Fox News or Al Jazeera, unavoidably bring a point of view to their coverage, however committed they are to reporting the “truth”.
One of the compelling characters in the film was a press officer at Central Command whom Salon reports is being muzzled by the Pentagon.