I hereby claim:
- I am emergentorder on github.
- I am emergentorder (https://keybase.io/emergentorder) on keybase.
- I have a public key ASDJaJs1GaUIcsYsK-MQUPWkTOpnmZsJPr6xmPKEg__gVQo
To claim this, I am signing this object:
I hereby claim:
To claim this, I am signing this object:
K=3 for all SPPMI. Training data is 16k tweets sampled from the Twitter140 corpus. | |
SPPMI, Vector size: 500, additive | |
Train set accuracy: 0.58786 | |
SPPMI, Vector size: 2500, additive | |
Train set accuracy: 0.67468 | |
SPPMI, Vector size: 7500, additive | |
Train set accuracy: 0.76 |
10 iters | |
W/ BIDMach | |
[INFO] [CoreWorkflow$] Training completed successfully. | |
real 1m1.809s | |
user 1m51.967s | |
sys 0m6.074s |
Based on the BIDMach tutorial here: http://nbviewer.ipython.org/github/biddata/bidmach/blob/master/tutorials/NBandLR.ipynb | |
No native: | |
100.00%, ll=-0.01208, gf=0.617, secs=1226.6, GB=1.61, MB/s= 1.31 | |
Time=1226.6310 secs, gflops=0.62 | |
Mean Accuracy: 0.98650 | |
w/ GPU: |