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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 159237  45.289%  (96.461% of non-spam corpus)
# Correctly spam:     109600  31.172%  (58.760% of spam corpus)
# False positives:      5842  1.662%  (3.539% of nonspam, 198985 weighted)
# False negatives:     76922  21.878%  (41.240% of spam, 156212 weighted)
# Average score for spam:  7.8    nonspam: 1.4
# Average for false-pos:   6.0  false-neg: 2.0
# TOTAL:              351601  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20018  96.33%
# Correctly spam:      13854  59.17%
# False positives:       763  3.67%
# False negatives:      9561  40.83%
# TCR(l=50): 0.490767  SpamRecall: 59.167%  SpamPrec: 94.780%

##### 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: 159576  96.67%
# Correctly spam:      37247  19.97%
# False positives:      5503  3.33%
# False negatives:    149275  80.03%
# TCR(l=50): 0.439470  SpamRecall: 19.969%  SpamPrec: 87.127%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20097  96.71%
# Correctly spam:       4596  19.63%
# False positives:       684  3.29%
# False negatives:     18819  80.37%
# TCR(l=50): 0.441634  SpamRecall: 19.628%  SpamPrec: 87.045%