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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 128124  20.758%  (99.567% of non-spam corpus)
# Correctly spam:     322216  52.204%  (65.954% of spam corpus)
# False positives:       557  0.090%  (0.433% of nonspam, 130699 weighted)
# False negatives:    166329  26.948%  (34.046% of spam, 564727 weighted)
# Average score for spam:  9.0    nonspam: -0.3
# Average for false-pos:   6.2  false-neg: 3.4
# TOTAL:              617226  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16096  99.56%
# Correctly spam:      40270  66.03%
# False positives:        71  0.44%
# False negatives:     20719  33.97%
# TCR(l=50): 2.513041  SpamRecall: 66.028%  SpamPrec: 99.824%

##### 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: 128459  99.83%
# Correctly spam:     152489  31.21%
# False positives:       222  0.17%
# False negatives:    336056  68.79%
# TCR(l=50): 1.407278  SpamRecall: 31.213%  SpamPrec: 99.855%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16134  99.80%
# Correctly spam:      19322  31.68%
# False positives:        33  0.20%
# False negatives:     41667  68.32%
# TCR(l=50): 1.407969  SpamRecall: 31.681%  SpamPrec: 99.830%