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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 823086  37.741%  (99.451% of non-spam corpus)
# Correctly spam:     1159879  53.184%  (85.710% of spam corpus)
# False positives:      4544  0.208%  (0.549% of nonspam, 207288 weighted)
# False negatives:    193387  8.867%  (14.290% of spam, 471599 weighted)
# Average score for spam:  9.6    nonspam: 0.6
# Average for false-pos:   5.6  false-neg: 2.4
# TOTAL:              2180896  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 102616  99.46%
# Correctly spam:     145042  85.74%
# False positives:       562  0.54%
# False negatives:     24123  14.26%
# TCR(l=50): 3.239282  SpamRecall: 85.740%  SpamPrec: 99.614%

##### 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: 809795  97.85%
# Correctly spam:     945649  69.88%
# False positives:     17835  2.15%
# False negatives:    407617  30.12%
# TCR(l=50): 1.041481  SpamRecall: 69.879%  SpamPrec: 98.149%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 100994  97.88%
# Correctly spam:     118219  69.88%
# False positives:      2184  2.12%
# False negatives:     50946  30.12%
# TCR(l=50): 1.056317  SpamRecall: 69.884%  SpamPrec: 98.186%