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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 320609  55.165%  (99.510% of non-spam corpus)
# Correctly spam:     171212  29.459%  (66.107% of spam corpus)
# False positives:      1579  0.272%  (0.490% of nonspam,  79125 weighted)
# False negatives:     87780  15.104%  (33.893% of spam, 137533 weighted)
# Average score for spam:  8.9    nonspam: -0.0
# Average for false-pos:   6.2  false-neg: 1.6
# TOTAL:              581180  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39872  99.37%
# Correctly spam:      21302  65.85%
# False positives:       253  0.63%
# False negatives:     11046  34.15%
# TCR(l=50): 1.365125  SpamRecall: 65.853%  SpamPrec: 98.826%

##### 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: 321004  99.63%
# Correctly spam:      77875  30.07%
# False positives:      1184  0.37%
# False negatives:    181117  69.93%
# TCR(l=50): 1.077710  SpamRecall: 30.068%  SpamPrec: 98.502%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39970  99.61%
# Correctly spam:       9673  29.90%
# False positives:       155  0.39%
# False negatives:     22675  70.10%
# TCR(l=50): 1.063205  SpamRecall: 29.903%  SpamPrec: 98.423%