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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 184512  22.070%  (99.588% of non-spam corpus)
# Correctly spam:     535325  64.032%  (82.262% of spam corpus)
# False positives:       764  0.091%  (0.412% of nonspam,  84798 weighted)
# False negatives:    115432  13.807%  (17.738% of spam, 253012 weighted)
# Average score for spam:  13.1    nonspam: 0.8
# Average for false-pos:   6.3  false-neg: 2.2
# TOTAL:              836033  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23149  99.55%
# Correctly spam:      66687  82.14%
# False positives:       104  0.45%
# False negatives:     14496  17.86%
# TCR(l=50): 4.121801  SpamRecall: 82.144%  SpamPrec: 99.844%

##### 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: 175347  94.64%
# Correctly spam:     258165  39.67%
# False positives:      9929  5.36%
# False negatives:    392592  60.33%
# TCR(l=50): 0.731976  SpamRecall: 39.671%  SpamPrec: 96.296%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22061  94.87%
# Correctly spam:      32310  39.80%
# False positives:      1192  5.13%
# False negatives:     48873  60.20%
# TCR(l=50): 0.748417  SpamRecall: 39.799%  SpamPrec: 96.442%