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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 183067  39.556%  (94.744% of non-spam corpus)
# Correctly spam:     159244  34.409%  (59.071% of spam corpus)
# False positives:     10156  2.194%  (5.256% of nonspam, 434010 weighted)
# False negatives:    110337  23.841%  (40.929% of spam, 256960 weighted)
# Average score for spam:  6.0    nonspam: 1.0
# Average for false-pos:   6.1  false-neg: 2.3
# TOTAL:              462804  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22955  94.78%
# Correctly spam:      19846  58.88%
# False positives:      1263  5.22%
# False negatives:     13858  41.12%
# TCR(l=50): 0.437669  SpamRecall: 58.883%  SpamPrec: 94.017%

##### 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: 183593  95.02%
# Correctly spam:      44862  16.64%
# False positives:      9630  4.98%
# False negatives:    224719  83.36%
# TCR(l=50): 0.381724  SpamRecall: 16.641%  SpamPrec: 82.328%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23032  95.10%
# Correctly spam:       5592  16.59%
# False positives:      1186  4.90%
# False negatives:     28112  83.41%
# TCR(l=50): 0.385576  SpamRecall: 16.592%  SpamPrec: 82.502%