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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 139281  27.516%  (97.856% of non-spam corpus)
# Correctly spam:     346900  68.533%  (95.343% of spam corpus)
# False positives:      3052  0.603%  (2.144% of nonspam, 245175 weighted)
# False negatives:     16946  3.348%  (4.657% of spam,  48671 weighted)
# Average score for spam:  10.9    nonspam: 0.5
# Average for false-pos:   6.3  false-neg: 2.9
# TOTAL:              506179  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17467  97.82%
# Correctly spam:      43281  95.44%
# False positives:       389  2.18%
# False negatives:      2070  4.56%
# TCR(l=50): 2.107388  SpamRecall: 95.436%  SpamPrec: 99.109%

##### 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: 141034  99.09%
# Correctly spam:     240556  66.11%
# False positives:      1299  0.91%
# False negatives:    123290  33.89%
# TCR(l=50): 1.932884  SpamRecall: 66.115%  SpamPrec: 99.463%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17689  99.06%
# Correctly spam:      30026  66.21%
# False positives:       167  0.94%
# False negatives:     15325  33.79%
# TCR(l=50): 1.915565  SpamRecall: 66.208%  SpamPrec: 99.447%