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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 177425  26.153%  (95.507% of non-spam corpus)
# Correctly spam:     274868  40.516%  (55.794% of spam corpus)
# False positives:      8347  1.230%  (4.493% of nonspam, 704059 weighted)
# False negatives:    217782  32.101%  (44.206% of spam, 482921 weighted)
# Average score for spam:  7.9    nonspam: 0.8
# Average for false-pos:   6.4  false-neg: 2.2
# TOTAL:              678422  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22237  95.39%
# Correctly spam:      34170  55.55%
# False positives:      1074  4.61%
# False negatives:     27342  44.45%
# TCR(l=50): 0.759014  SpamRecall: 55.550%  SpamPrec: 96.953%

##### 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: 179569  96.66%
# Correctly spam:     118314  24.02%
# False positives:      6203  3.34%
# False negatives:    374336  75.98%
# TCR(l=50): 0.719737  SpamRecall: 24.016%  SpamPrec: 95.018%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22500  96.52%
# Correctly spam:      14690  23.88%
# False positives:       811  3.48%
# False negatives:     46822  76.12%
# TCR(l=50): 0.704024  SpamRecall: 23.882%  SpamPrec: 94.768%