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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 185817  54.909%  (99.614% of non-spam corpus)
# Correctly spam:     119205  35.225%  (78.489% of spam corpus)
# False positives:       720  0.213%  (0.386% of nonspam,  34433 weighted)
# False negatives:     32670  9.654%  (21.511% of spam,  79501 weighted)
# Average score for spam:  10.8    nonspam: -0.1
# Average for false-pos:   5.9  false-neg: 2.4
# TOTAL:              338412  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23324  99.60%
# Correctly spam:      15015  78.58%
# False positives:        94  0.40%
# False negatives:      4092  21.42%
# TCR(l=50): 2.173226  SpamRecall: 78.584%  SpamPrec: 99.378%

##### 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: 186134  99.78%
# Correctly spam:      87433  57.57%
# False positives:       403  0.22%
# False negatives:     64442  42.43%
# TCR(l=50): 1.795383  SpamRecall: 57.569%  SpamPrec: 99.541%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23364  99.77%
# Correctly spam:      11025  57.70%
# False positives:        54  0.23%
# False negatives:      8082  42.30%
# TCR(l=50): 1.772120  SpamRecall: 57.701%  SpamPrec: 99.513%