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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 160688  17.119%  (99.502% of non-spam corpus)
# Correctly spam:     626256  66.718%  (80.581% of spam corpus)
# False positives:       804  0.086%  (0.498% of nonspam, 249309 weighted)
# False negatives:    150918  16.078%  (19.419% of spam, 202633 weighted)
# Average score for spam:  9.7    nonspam: -0.5
# Average for false-pos:   6.4  false-neg: 1.3
# TOTAL:              938666  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20243  99.46%
# Correctly spam:      77973  80.51%
# False positives:       110  0.54%
# False negatives:     18875  19.49%
# TCR(l=50): 3.973251  SpamRecall: 80.511%  SpamPrec: 99.859%

##### 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: 161167  99.80%
# Correctly spam:     339661  43.70%
# False positives:       325  0.20%
# False negatives:    437513  56.30%
# TCR(l=50): 1.712731  SpamRecall: 43.705%  SpamPrec: 99.904%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20313  99.80%
# Correctly spam:      42116  43.49%
# False positives:        40  0.20%
# False negatives:     54732  56.51%
# TCR(l=50): 1.707114  SpamRecall: 43.487%  SpamPrec: 99.905%