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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 202814  24.935%  (99.499% of non-spam corpus)
# Correctly spam:     515409  63.368%  (84.559% of spam corpus)
# False positives:      1021  0.126%  (0.501% of nonspam,  96406 weighted)
# False negatives:     94118  11.571%  (15.441% of spam, 202602 weighted)
# Average score for spam:  15.7    nonspam: 0.7
# Average for false-pos:   6.3  false-neg: 2.2
# TOTAL:              813362  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25357  99.42%
# Correctly spam:      64298  84.43%
# False positives:       147  0.58%
# False negatives:     11861  15.57%
# TCR(l=50): 3.964343  SpamRecall: 84.426%  SpamPrec: 99.772%

##### 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: 195853  96.08%
# Correctly spam:     434029  71.21%
# False positives:      7982  3.92%
# False negatives:    175498  28.79%
# TCR(l=50): 1.060789  SpamRecall: 71.208%  SpamPrec: 98.194%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24518  96.13%
# Correctly spam:      54100  71.04%
# False positives:       986  3.87%
# False negatives:     22059  28.96%
# TCR(l=50): 1.067266  SpamRecall: 71.036%  SpamPrec: 98.210%