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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 254943  31.739%  (99.704% of non-spam corpus)
# Correctly spam:     488712  60.842%  (89.256% of spam corpus)
# False positives:       758  0.094%  (0.296% of nonspam, 120363 weighted)
# False negatives:     58829  7.324%  (10.744% of spam, 137139 weighted)
# Average score for spam:  14.0    nonspam: -2.4
# Average for false-pos:   7.4  false-neg: 2.3
# TOTAL:              803242  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31831  99.64%
# Correctly spam:      61078  89.30%
# False positives:       114  0.36%
# False negatives:      7317  10.70%
# TCR(l=50): 5.254283  SpamRecall: 89.302%  SpamPrec: 99.814%

##### 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: 254378  99.48%
# Correctly spam:     342370  62.53%
# False positives:      1323  0.52%
# False negatives:    205171  37.47%
# TCR(l=50): 2.018056  SpamRecall: 62.529%  SpamPrec: 99.615%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31769  99.45%
# Correctly spam:      42686  62.41%
# False positives:       176  0.55%
# False negatives:     25709  37.59%
# TCR(l=50): 1.981947  SpamRecall: 62.411%  SpamPrec: 99.589%