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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 181080  14.856%  (98.795% of non-spam corpus)
# Correctly spam:     966530  79.293%  (93.326% of spam corpus)
# False positives:      2208  0.181%  (1.205% of nonspam, 1026749 weighted)
# False negatives:     69122  5.671%  (6.674% of spam, 145077 weighted)
# Average score for spam:  13.1    nonspam: -0.7
# Average for false-pos:   8.2  false-neg: 2.1
# TOTAL:              1218940  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22718  98.71%
# Correctly spam:     120875  93.49%
# False positives:       298  1.29%
# False negatives:      8416  6.51%
# TCR(l=50): 5.545162  SpamRecall: 93.491%  SpamPrec: 99.754%

##### 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: 180192  98.31%
# Correctly spam:     604622  58.38%
# False positives:      3096  1.69%
# False negatives:    431030  41.62%
# TCR(l=50): 1.767837  SpamRecall: 58.381%  SpamPrec: 99.491%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22627  98.31%
# Correctly spam:      75496  58.39%
# False positives:       389  1.69%
# False negatives:     53795  41.61%
# TCR(l=50): 1.765185  SpamRecall: 58.392%  SpamPrec: 99.487%