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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 157034  24.424%  (99.244% of non-spam corpus)
# Correctly spam:     373156  58.037%  (76.982% of spam corpus)
# False positives:      1196  0.186%  (0.756% of nonspam, 226143 weighted)
# False negatives:    111575  17.353%  (23.018% of spam, 216790 weighted)
# Average score for spam:  23.4    nonspam: -0.5
# Average for false-pos:   6.2  false-neg: 1.9
# TOTAL:              642961  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19782  99.26%
# Correctly spam:      46797  77.33%
# False positives:       147  0.74%
# False negatives:     13719  22.67%
# TCR(l=50): 2.872277  SpamRecall: 77.330%  SpamPrec: 99.687%

##### 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: 157755  99.70%
# Correctly spam:     293943  60.64%
# False positives:       475  0.30%
# False negatives:    190788  39.36%
# TCR(l=50): 2.259418  SpamRecall: 60.640%  SpamPrec: 99.839%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19858  99.64%
# Correctly spam:      36904  60.98%
# False positives:        71  0.36%
# False negatives:     23612  39.02%
# TCR(l=50): 2.227966  SpamRecall: 60.982%  SpamPrec: 99.808%