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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 142981  21.266%  (98.029% of non-spam corpus)
# Correctly spam:     350743  52.168%  (66.621% of spam corpus)
# False positives:      2875  0.428%  (1.971% of nonspam, 312299 weighted)
# False negatives:    175732  26.138%  (33.379% of spam, 589181 weighted)
# Average score for spam:  7.5    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 3.4
# TOTAL:              672331  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17945  98.06%
# Correctly spam:      44025  66.97%
# False positives:       355  1.94%
# False negatives:     21710  33.03%
# TCR(l=50): 1.665864  SpamRecall: 66.973%  SpamPrec: 99.200%

##### 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: 142377  97.61%
# Correctly spam:     324849  61.70%
# False positives:      3479  2.39%
# False negatives:    201626  38.30%
# TCR(l=50): 1.401780  SpamRecall: 61.703%  SpamPrec: 98.940%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17889  97.75%
# Correctly spam:      40695  61.91%
# False positives:       411  2.25%
# False negatives:     25040  38.09%
# TCR(l=50): 1.441873  SpamRecall: 61.908%  SpamPrec: 99.000%