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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 258662  31.354%  (95.641% of non-spam corpus)
# Correctly spam:     384814  46.645%  (69.395% of spam corpus)
# False positives:     11790  1.429%  (4.359% of nonspam, 697895 weighted)
# False negatives:    169715  20.572%  (30.605% of spam, 481433 weighted)
# Average score for spam:  8.1    nonspam: 1.4
# Average for false-pos:   5.8  false-neg: 2.8
# TOTAL:              824981  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32168  95.13%
# Correctly spam:      48075  69.41%
# False positives:      1646  4.87%
# False negatives:     21186  30.59%
# TCR(l=50): 0.669279  SpamRecall: 69.411%  SpamPrec: 96.690%

##### 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: 258297  95.51%
# Correctly spam:     296285  53.43%
# False positives:     12155  4.49%
# False negatives:    258244  46.57%
# TCR(l=50): 0.640338  SpamRecall: 53.430%  SpamPrec: 96.059%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32236  95.33%
# Correctly spam:      36893  53.27%
# False positives:      1578  4.67%
# False negatives:     32368  46.73%
# TCR(l=50): 0.622470  SpamRecall: 53.267%  SpamPrec: 95.898%