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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 163236  43.006%  (95.959% of non-spam corpus)
# Correctly spam:     127351  33.552%  (60.802% of spam corpus)
# False positives:      6875  1.811%  (4.041% of nonspam, 266447 weighted)
# False negatives:     82102  21.631%  (39.198% of spam, 236334 weighted)
# Average score for spam:  16.9    nonspam: 1.1
# Average for false-pos:   6.3  false-neg: 2.9
# TOTAL:              379564  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20575  96.05%
# Correctly spam:      15584  59.48%
# False positives:       846  3.95%
# False negatives:     10618  40.52%
# TCR(l=50): 0.495143  SpamRecall: 59.476%  SpamPrec: 94.851%

##### 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: 164357  96.62%
# Correctly spam:      89557  42.76%
# False positives:      5754  3.38%
# False negatives:    119896  57.24%
# TCR(l=50): 0.513874  SpamRecall: 42.758%  SpamPrec: 93.963%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20714  96.70%
# Correctly spam:      11187  42.70%
# False positives:       707  3.30%
# False negatives:     15015  57.30%
# TCR(l=50): 0.520242  SpamRecall: 42.695%  SpamPrec: 94.056%