I generated clusters using  on some biological data, but while the clusters make sense, I would like to know which features were most important for the clustering.  Is there a way to rank or score the contribution of a feature on clustering, either through a sci-kit learn method or other method?
Is there a way to determine which features / variables of the dataset are the most important / dominant within a k-means cluster solution?
Windows 8.1 missing font files after restart Some days ago I rebooted my windows 8.1 system. After the reboot all my system texts were very cryptic - showing only some strange symbols. After some investigation I discovered that my c:\windows\fonts folder was nearly empty. So I copied the font files from another windows 8.1 installation to the nearly empty folder. As soon as I had copied the files the system texts were readable again.  But after another reboot the problem occured again - the systems font folder was empty again. Does anyone know why windows deletes my font files during a restart? reveals x2 code snippets. The first result is to  which has a lot of documentation and explanation, along with some useful discussion underneath.   However, , whilst not containing so much documentation, includes sample code for passing commands such as start, stop and restart. It also creates a PID file which can be handy for checking if the daemon is already running etc.  These samples both explain how to create the daemon. Are there any additional things that need to be considered? Is one sample better than the other, and why? Which Stack Exchange site is best for AutoCAD questions like using Blender for graphical design? Convert date to another timezone in JavaScript I wrote a little bash script that made me stumble across the . I did not know about this problem before and I just dare on posting the --debug output I got from date when my script tried to calculate across this magic date (03:14:07 UTC on 19 January 2038).  date -d "20380119"  date: parsed number part: today/this/now date: input timezone: +01:00 (set from system default) date: warning: using midnight as starting time: 00:00:00 date: starting date/time: '(Y-M-D) 2038-01-19 00:00:00 TZ=+01:00' date: '(Y-M-D) 2038-01-19 00:00:00 TZ=+01:00' = 2147468400 epoch-seconds date: output timezone: +01:00 (set from system default) date: final: 2147468400.000000000 (epoch-seconds) date: final: (Y-M-D) 2038-01-18 23:00:00 (UTC0) date: final: (Y-M-D) 2038-01-19 00:00:00 (output timezone TZ=+01:00) Tue Jan 19 00:00:00 CET 2038   date -d "20380119 + 1 days"  date: parsed hybrid part: +1 day(s) date: input timezone: +01:00 (set from system default) date: warning: using midnight as starting time: 00:00:00 date: starting date/time: '(Y-M-D) 2038-01-19 00:00:00 TZ=+01:00' date: warning: when adding relative days, it is recommended to specify 12:00pm date: error: adding relative date resulted in an invalid date: '(Y-M-D) 2038-01-20 00:00:00 TZ=+01:00' date: invalid date '20380119 + 1 days'   date -d "20380120" --debug  date: parsed number part: today/this/now date: input timezone: +01:00 (set from system default) date: warning: using midnight as starting time: 00:00:00 date: error: invalid date/time value: date:     user provided time: '(Y-M-D) 2038-01-20 00:00:00 TZ=+01:00' date:        normalized time: '(Y-M-D) 2038-01-20 00:00:00 TZ=+01:00' date:  date:      possible reasons: date:        numeric values overflow; date:        missing timezone date: invalid date '20380120'   Is there any way to make GNU date calculate across this date? (on a LINUX 32 bit system)    Operating System: Debian GNU/Linux buster/sid             Kernel: Linux 4.12.0-2-686-pae       Architecture: x86 Are there wizarding schools in the rest of the "magical" world? Are there other schools for witches and wizards in the rest of the world? In the books they only speak of 3 schools, but what about Asian or American people?  And even more, were they affected by the events happening in Europe? How to disable creation of desktop workspaces on macbook?   Somehow they get created when I don't need them. [OS: Mojave] How Are Galaxies Receding Faster Than Light Visible To Observers? How can I redirect the user from one page to another using jQuery or pure JavaScript? For a given class I would like to have tracing functionality i.e. I would like to log every method call (method signature and actual parameter values) and every method exit (just the method signature).      How do I accomplish this assuming that:     I don't want to use any 3rd party AOP libraries for C#, I don't want to add duplicate code to all the methods that I want to trace,   I don't want to change the public API of the class - users of the class should be able to call all the methods in exactly the same way.     To make the question more concrete let's assume there are 3 classes:     public class Caller   {      public static void Call()       {          Traced traced = new Traced();          traced.Method1();          traced.Method2();       }  }   public class Traced   {      public void Method1(String name, Int32 value) { }       public void Method2(Object object) { }  }   public class Logger  {      public static void LogStart(MethodInfo method, Object[] parameterValues);       public static void LogEnd(MethodInfo method);  }   How do I invoke Logger.LogStart and Logger.LogEnd for every call to Method1 and Method2 without modifying the Caller.Call method and without adding the calls explicitly to Traced.Method1 and Traced.Method2?  Edit:  What would be the solution if I'm allowed to slightly change the Call method? Do you have to want to hurt someone for the cruciatus curse to work? Showing that $G$ is a group under an alternative operation. Strange Recurrence: What is it asymptotic to? So I have the following recurrence relation for the growth rate of an algorithm:  $T(n)$ = time taken by algorithm to solve problem of size n:  $$T(n) = T(n-1) + T(\lceil(n/2)\rceil)$$  Clearly this does not obey any polynomial law but now my question is what does it obey?  I merely want an asymptotic equivalence.  My guess is subexponential since this is faster than polynomial but clearly slower than any exponential form.  What though is the question.... Can I update an early Airport Time Capsule? I have an Apple Time Capsule model A1254. It has a 1Tb drive. Is it possible to replace the drive with a larger capacity unit? It seems a shame to replace the whole unit. Thanks Optimization when Cost Function Slow to Evaluate Algorithm for computing Hadamard product of two rational generating functions If I have two generating functions $A(x) = \sum_na_nx^n$ and $B(x) = \sum_n b_nx^n$   then the Hadamard product is $(A \star B)(x) = \sum_{n} a_nb_nx^n$.  Now when $A$ and $B$ are both rational functions ($P(x)/Q(x)$ with polynomials $P, Q$) I've seen non-constructive proofs that $A \star B$ is also rational.  Given two rational generating functions $A$, $B$, is there an algorithm that efficiently computes $A \star B$? Or at least a constructive proof you could use to write an algorithm? I entered chmod -R 777 /usr/bin and now sudo is not working.  It says sudo must be setuid root.  Some advice online said to run chown root:root /usr/bin/sudo chmod 4755 /usr/bin/sudo.  On entering chown root:root /usr/bin/sudo it shows an opened in readonly mode error. Do we have negative prime numbers?   $..., -7, -5, -3, -2, ...$ I have a ASUS R500A notebook.Original OS is Windows 7 64bit.Few days ago I tried to Install Windows 8.1 64 bit version.But it failed &amp; error message is,     windows cannot be installed on this disk. The selected disk is of the GPT partition style.   My Steps: First i Deleted C: Partition ( Already installed windows 7 ). Then i Formatted that partition. Tried to install Windows 8.1 64bit.  In this hard disk i have another several partitions with Important data.  How do i Install Windows 8.1 without loosing Data from the Other partitions ? Labeling (one-way) streets in QGIS?