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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 385703  55.361%  (99.273% of non-spam corpus)
# Correctly spam:     166291  23.868%  (53.960% of spam corpus)
# False positives:      2826  0.406%  (0.727% of nonspam,  72629 weighted)
# False negatives:    141883  20.365%  (46.040% of spam, 261722 weighted)
# Average score for spam:  6.7    nonspam: 0.6
# Average for false-pos:   6.5  false-neg: 1.8
# TOTAL:              696703  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48075  99.26%
# Correctly spam:      21014  54.66%
# False positives:       356  0.74%
# False negatives:     17433  45.34%
# TCR(l=50): 1.091221  SpamRecall: 54.657%  SpamPrec: 98.334%

##### 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: 379694  97.73%
# Correctly spam:      97702  31.70%
# False positives:      8835  2.27%
# False negatives:    210472  68.30%
# TCR(l=50): 0.472499  SpamRecall: 31.704%  SpamPrec: 91.707%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  47337  97.74%
# Correctly spam:      12307  32.01%
# False positives:      1094  2.26%
# False negatives:     26140  67.99%
# TCR(l=50): 0.475594  SpamRecall: 32.010%  SpamPrec: 91.836%