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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 148103  12.230%  (98.415% of non-spam corpus)
# Correctly spam:     998613  82.465%  (94.168% of spam corpus)
# False positives:      2385  0.197%  (1.585% of nonspam, 544519 weighted)
# False negatives:     61846  5.107%  (5.832% of spam, 180430 weighted)
# Average score for spam:  14.1    nonspam: 0.5
# Average for false-pos:   6.5  false-neg: 2.9
# TOTAL:              1210947  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18593  98.30%
# Correctly spam:     123810  93.52%
# False positives:       322  1.70%
# False negatives:      8581  6.48%
# TCR(l=50): 5.364086  SpamRecall: 93.518%  SpamPrec: 99.741%

##### 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: 148369  98.59%
# Correctly spam:     635942  59.97%
# False positives:      2119  1.41%
# False negatives:    424517  40.03%
# TCR(l=50): 1.999105  SpamRecall: 59.969%  SpamPrec: 99.668%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18662  98.66%
# Correctly spam:      79477  60.03%
# False positives:       253  1.34%
# False negatives:     52914  39.97%
# TCR(l=50): 2.019264  SpamRecall: 60.032%  SpamPrec: 99.683%