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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 235356  25.299%  (98.997% of non-spam corpus)
# Correctly spam:     638614  68.645%  (92.209% of spam corpus)
# False positives:      2385  0.256%  (1.003% of nonspam, 456613 weighted)
# False negatives:     53961  5.800%  (7.791% of spam, 136355 weighted)
# Average score for spam:  13.1    nonspam: -2.4
# Average for false-pos:   6.6  false-neg: 2.5
# TOTAL:              930316  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29413  98.94%
# Correctly spam:      79813  92.41%
# False positives:       316  1.06%
# False negatives:      6559  7.59%
# TCR(l=50): 3.862963  SpamRecall: 92.406%  SpamPrec: 99.606%

##### 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: 236424  99.45%
# Correctly spam:     417391  60.27%
# False positives:      1317  0.55%
# False negatives:    275184  39.73%
# TCR(l=50): 2.030809  SpamRecall: 60.267%  SpamPrec: 99.685%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29566  99.45%
# Correctly spam:      52060  60.27%
# False positives:       163  0.55%
# False negatives:     34312  39.73%
# TCR(l=50): 2.034101  SpamRecall: 60.274%  SpamPrec: 99.688%