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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 209308  16.122%  (97.727% of non-spam corpus)
# Correctly spam:     643132  49.539%  (59.326% of spam corpus)
# False positives:      4868  0.375%  (2.273% of nonspam, 719469 weighted)
# False negatives:    440931  33.964%  (40.674% of spam, 1099148 weighted)
# Average score for spam:  5.9    nonspam: 1.2
# Average for false-pos:   5.8  false-neg: 2.5
# TOTAL:              1298239  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26224  97.77%
# Correctly spam:      80705  59.68%
# False positives:       598  2.23%
# False negatives:     54519  40.32%
# TCR(l=50): 1.601819  SpamRecall: 59.682%  SpamPrec: 99.264%

##### 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: 209552  97.84%
# Correctly spam:     509686  47.02%
# False positives:      4624  2.16%
# False negatives:    574377  52.98%
# TCR(l=50): 1.345698  SpamRecall: 47.016%  SpamPrec: 99.101%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26273  97.95%
# Correctly spam:      63263  46.78%
# False positives:       549  2.05%
# False negatives:     71961  53.22%
# TCR(l=50): 1.360252  SpamRecall: 46.784%  SpamPrec: 99.140%