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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 141020  46.971%  (97.816% of non-spam corpus)
# Correctly spam:     150130  50.005%  (96.201% of spam corpus)
# False positives:      3149  1.049%  (2.184% of nonspam, 112709 weighted)
# False negatives:      5929  1.975%  (3.799% of spam,  15966 weighted)
# Average score for spam:  18.1    nonspam: 0.5
# Average for false-pos:   6.6  false-neg: 2.7
# TOTAL:              300228  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17678  97.77%
# Correctly spam:      18890  96.26%
# False positives:       403  2.23%
# False negatives:       734  3.74%
# TCR(l=50): 0.939667  SpamRecall: 96.260%  SpamPrec: 97.911%

##### 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: 142561  98.88%
# Correctly spam:      86503  55.43%
# False positives:      1608  1.12%
# False negatives:     69556  44.57%
# TCR(l=50): 1.040699  SpamRecall: 55.430%  SpamPrec: 98.175%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17887  98.93%
# Correctly spam:      10823  55.15%
# False positives:       194  1.07%
# False negatives:      8801  44.85%
# TCR(l=50): 1.060699  SpamRecall: 55.152%  SpamPrec: 98.239%