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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 185646  17.489%  (97.919% of non-spam corpus)
# Correctly spam:     822939  77.525%  (94.383% of spam corpus)
# False positives:      3946  0.372%  (2.081% of nonspam, 748298 weighted)
# False negatives:     48979  4.614%  (5.617% of spam, 130057 weighted)
# Average score for spam:  13.9    nonspam: 0.6
# Average for false-pos:   8.2  false-neg: 2.7
# TOTAL:              1061510  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23302  97.92%
# Correctly spam:     103355  94.98%
# False positives:       495  2.08%
# False negatives:      5468  5.02%
# TCR(l=50): 3.601264  SpamRecall: 94.975%  SpamPrec: 99.523%

##### 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: 185641  97.92%
# Correctly spam:     590628  67.74%
# False positives:      3951  2.08%
# False negatives:    281290  32.26%
# TCR(l=50): 1.820896  SpamRecall: 67.739%  SpamPrec: 99.335%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23295  97.89%
# Correctly spam:      73508  67.55%
# False positives:       502  2.11%
# False negatives:     35315  32.45%
# TCR(l=50): 1.801258  SpamRecall: 67.548%  SpamPrec: 99.322%