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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 259499  25.932%  (95.710% of non-spam corpus)
# Correctly spam:     616747  61.633%  (84.538% of spam corpus)
# False positives:     11631  1.162%  (4.290% of nonspam, 897236 weighted)
# False negatives:    112805  11.273%  (15.462% of spam, 290158 weighted)
# Average score for spam:  9.2    nonspam: 1.3
# Average for false-pos:   5.7  false-neg: 2.6
# TOTAL:              1000682  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32352  95.43%
# Correctly spam:      76797  84.42%
# False positives:      1548  4.57%
# False negatives:     14173  15.58%
# TCR(l=50): 0.993415  SpamRecall: 84.420%  SpamPrec: 98.024%

##### 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: 258884  95.48%
# Correctly spam:     505820  69.33%
# False positives:     12246  4.52%
# False negatives:    223732  30.67%
# TCR(l=50): 0.872636  SpamRecall: 69.333%  SpamPrec: 97.636%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32377  95.51%
# Correctly spam:      63040  69.30%
# False positives:      1523  4.49%
# False negatives:     27930  30.70%
# TCR(l=50): 0.874039  SpamRecall: 69.298%  SpamPrec: 97.641%