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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 283132  47.862%  (99.463% of non-spam corpus)
# Correctly spam:     136493  23.073%  (44.475% of spam corpus)
# False positives:      1529  0.258%  (0.537% of nonspam,  50986 weighted)
# False negatives:    170407  28.806%  (55.525% of spam, 413510 weighted)
# Average score for spam:  5.3    nonspam: 1.0
# Average for false-pos:   6.2  false-neg: 2.4
# TOTAL:              591561  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35053  98.45%
# Correctly spam:      17723  46.31%
# False positives:       551  1.55%
# False negatives:     20545  53.69%
# TCR(l=50): 0.795675  SpamRecall: 46.313%  SpamPrec: 96.985%

##### 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: 278461  97.82%
# Correctly spam:      62303  20.30%
# False positives:      6200  2.18%
# False negatives:    244597  79.70%
# TCR(l=50): 0.553375  SpamRecall: 20.301%  SpamPrec: 90.949%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34793  97.72%
# Correctly spam:       7822  20.44%
# False positives:       811  2.28%
# False negatives:     30446  79.56%
# TCR(l=50): 0.539016  SpamRecall: 20.440%  SpamPrec: 90.606%
