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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 578129  63.353%  (99.392% of non-spam corpus)
# Correctly spam:     250332  27.432%  (75.655% of spam corpus)
# False positives:      3537  0.388%  (0.608% of nonspam,  60273 weighted)
# False negatives:     80555  8.827%  (24.345% of spam, 149115 weighted)
# Average score for spam:  7.5    nonspam: 0.5
# Average for false-pos:   6.0  false-neg: 1.9
# TOTAL:              912553  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  72103  99.36%
# Correctly spam:      31522  76.43%
# False positives:       468  0.64%
# False negatives:      9721  23.57%
# TCR(l=50): 1.245222  SpamRecall: 76.430%  SpamPrec: 98.537%

##### 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: 571408  98.24%
# Correctly spam:     130175  39.34%
# False positives:     10258  1.76%
# False negatives:    200712  60.66%
# TCR(l=50): 0.463679  SpamRecall: 39.341%  SpamPrec: 92.695%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  71323  98.28%
# Correctly spam:      16162  39.19%
# False positives:      1248  1.72%
# False negatives:     25081  60.81%
# TCR(l=50): 0.471451  SpamRecall: 39.187%  SpamPrec: 92.832%