##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 176450  31.307%  (99.230% of non-spam corpus)
# Correctly spam:     316513  56.157%  (82.041% of spam corpus)
# False positives:      1370  0.243%  (0.770% of nonspam, 188749 weighted)
# False negatives:     69284  12.293%  (17.959% of spam, 208797 weighted)
# Average score for spam:  9.2    nonspam: -0.4
# Average for false-pos:   6.4  false-neg: 3.0
# TOTAL:              563617  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22156  99.19%
# Correctly spam:      39458  82.09%
# False positives:       180  0.81%
# False negatives:      8606  17.91%
# TCR(l=50): 2.729978  SpamRecall: 82.095%  SpamPrec: 99.546%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 176891  99.48%
# Correctly spam:     285167  73.92%
# False positives:       929  0.52%
# False negatives:    100630  26.08%
# TCR(l=50): 2.623042  SpamRecall: 73.916%  SpamPrec: 99.675%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22220  99.48%
# Correctly spam:      35483  73.82%
# False positives:       116  0.52%
# False negatives:     12581  26.18%
# TCR(l=50): 2.614874  SpamRecall: 73.824%  SpamPrec: 99.674%