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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 254920  27.163%  (95.750% of non-spam corpus)
# Correctly spam:     570997  60.842%  (84.937% of spam corpus)
# False positives:     11314  1.206%  (4.250% of nonspam, 818480 weighted)
# False negatives:    101262  10.790%  (15.063% of spam, 246035 weighted)
# Average score for spam:  10.6    nonspam: 1.3
# Average for false-pos:   5.7  false-neg: 2.4
# TOTAL:              938493  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31719  95.24%
# Correctly spam:      71338  85.04%
# False positives:      1585  4.76%
# False negatives:     12548  14.96%
# TCR(l=50): 0.913811  SpamRecall: 85.042%  SpamPrec: 97.826%

##### 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: 254374  95.55%
# Correctly spam:     451030  67.09%
# False positives:     11860  4.45%
# False negatives:    221229  32.91%
# TCR(l=50): 0.825639  SpamRecall: 67.092%  SpamPrec: 97.438%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31713  95.22%
# Correctly spam:      56471  67.32%
# False positives:      1591  4.78%
# False negatives:     27415  32.68%
# TCR(l=50): 0.784238  SpamRecall: 67.319%  SpamPrec: 97.260%