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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 181403  50.752%  (99.646% of non-spam corpus)
# Correctly spam:     110561  30.932%  (63.040% of spam corpus)
# False positives:       645  0.180%  (0.354% of nonspam,  18881 weighted)
# False negatives:     64821  18.135%  (36.960% of spam, 106037 weighted)
# Average score for spam:  9.9    nonspam: 0.5
# Average for false-pos:   6.1  false-neg: 1.6
# TOTAL:              357430  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22775  99.61%
# Correctly spam:      13856  62.85%
# False positives:        89  0.39%
# False negatives:      8190  37.15%
# TCR(l=50): 1.744146  SpamRecall: 62.850%  SpamPrec: 99.362%

##### 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: 177581  97.55%
# Correctly spam:      90509  51.61%
# False positives:      4467  2.45%
# False negatives:     84873  48.39%
# TCR(l=50): 0.569010  SpamRecall: 51.607%  SpamPrec: 95.297%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22282  97.45%
# Correctly spam:      11332  51.40%
# False positives:       582  2.55%
# False negatives:     10714  48.60%
# TCR(l=50): 0.553725  SpamRecall: 51.402%  SpamPrec: 95.115%