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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 184143  16.684%  (99.005% of non-spam corpus)
# Correctly spam:     564307  51.129%  (61.492% of spam corpus)
# False positives:      1850  0.168%  (0.995% of nonspam, 539795 weighted)
# False negatives:    353382  32.018%  (38.508% of spam, 1052019 weighted)
# Average score for spam:  6.7    nonspam: 0.5
# Average for false-pos:   5.9  false-neg: 3.0
# TOTAL:              1103682  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23088  98.91%
# Correctly spam:      70632  61.69%
# False positives:       254  1.09%
# False negatives:     43860  38.31%
# TCR(l=50): 2.024257  SpamRecall: 61.692%  SpamPrec: 99.642%

##### 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: 185700  99.84%
# Correctly spam:      46555  5.07%
# False positives:       293  0.16%
# False negatives:    871134  94.93%
# TCR(l=50): 1.036019  SpamRecall: 5.073%  SpamPrec: 99.375%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23318  99.90%
# Correctly spam:       5883  5.14%
# False positives:        24  0.10%
# False negatives:    108609  94.86%
# TCR(l=50): 1.042647  SpamRecall: 5.138%  SpamPrec: 99.594%
