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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 238626  45.261%  (99.667% of non-spam corpus)
# Correctly spam:     246118  46.682%  (85.519% of spam corpus)
# False positives:       797  0.151%  (0.333% of nonspam,  63672 weighted)
# False negatives:     41677  7.905%  (14.481% of spam,  73728 weighted)
# Average score for spam:  17.5    nonspam: -1.1
# Average for false-pos:   6.6  false-neg: 1.8
# TOTAL:              527218  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29846  99.64%
# Correctly spam:      30776  85.54%
# False positives:       109  0.36%
# False negatives:      5204  14.46%
# TCR(l=50): 3.377135  SpamRecall: 85.536%  SpamPrec: 99.647%

##### 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: 238848  99.76%
# Correctly spam:     189704  65.92%
# False positives:       575  0.24%
# False negatives:     98091  34.08%
# TCR(l=50): 2.268943  SpamRecall: 65.916%  SpamPrec: 99.698%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29881  99.75%
# Correctly spam:      23676  65.80%
# False positives:        74  0.25%
# False negatives:     12304  34.20%
# TCR(l=50): 2.248188  SpamRecall: 65.803%  SpamPrec: 99.688%