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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 144300  23.201%  (99.488% of non-spam corpus)
# Correctly spam:     369890  59.472%  (77.559% of spam corpus)
# False positives:       742  0.119%  (0.512% of nonspam, 166147 weighted)
# False negatives:    107027  17.208%  (22.441% of spam, 337009 weighted)
# Average score for spam:  8.7    nonspam: -0.6
# Average for false-pos:   6.8  false-neg: 3.1
# TOTAL:              621959  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18091  99.46%
# Correctly spam:      46240  77.72%
# False positives:        98  0.54%
# False negatives:     13254  22.28%
# TCR(l=50): 3.277184  SpamRecall: 77.722%  SpamPrec: 99.789%

##### 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: 144595  99.69%
# Correctly spam:     249418  52.30%
# False positives:       447  0.31%
# False negatives:    227499  47.70%
# TCR(l=50): 1.908821  SpamRecall: 52.298%  SpamPrec: 99.821%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18126  99.65%
# Correctly spam:      31157  52.37%
# False positives:        63  0.35%
# False negatives:     28337  47.63%
# TCR(l=50): 1.889478  SpamRecall: 52.370%  SpamPrec: 99.798%