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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 185006  29.048%  (94.895% of non-spam corpus)
# Correctly spam:     311276  48.873%  (70.433% of spam corpus)
# False positives:      9953  1.563%  (5.105% of nonspam, 696035 weighted)
# False negatives:    130673  20.517%  (29.567% of spam, 305564 weighted)
# Average score for spam:  7.8    nonspam: 1.0
# Average for false-pos:   6.2  false-neg: 2.3
# TOTAL:              636908  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23151  94.82%
# Correctly spam:      38691  70.22%
# False positives:      1264  5.18%
# False negatives:     16408  29.78%
# TCR(l=50): 0.692129  SpamRecall: 70.221%  SpamPrec: 96.836%

##### 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: 185154  94.97%
# Correctly spam:      90419  20.46%
# False positives:      9805  5.03%
# False negatives:    351530  79.54%
# TCR(l=50): 0.525017  SpamRecall: 20.459%  SpamPrec: 90.217%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23193  94.99%
# Correctly spam:      11418  20.72%
# False positives:      1222  5.01%
# False negatives:     43681  79.28%
# TCR(l=50): 0.525849  SpamRecall: 20.723%  SpamPrec: 90.332%